{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "67f563db-f946-4e9a-91ea-4a76a87ed9b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np  \n",
    "import sympy as sp\n",
    "import matplotlib.pyplot as plt  \n",
    "def read_files(filename):\n",
    "    \n",
    "    # 打开文件并逐行读取  \n",
    "    with open(filename, \"r\") as file:  \n",
    "        lines = file.readlines()  \n",
    "\n",
    "    re = []  # 存储转换后的列表  \n",
    "    # 处理每一行  \n",
    "    for line in lines:  \n",
    "        # 去除行尾的换行符，并将字符串按空格分割成单个数字  \n",
    "        nums = line.strip().split(\" \")  \n",
    "        # 将字符串数字转换为实际的数字，并添加到结果列表中  \n",
    "        nums = [float(num) for num in nums]  \n",
    "        re.append(nums)  \n",
    "    return re\n",
    "\n",
    "def poly_inter(coefficients, nodes, x):  \n",
    "    \"\"\"  \n",
    "    计算牛顿插值多项式的值  \n",
    "    :coefficients: 系数列表  \n",
    "    :nodes: 结点列表  \n",
    "    :x: 自变量值  \n",
    "    :return: 插值多项式的值  \n",
    "    \"\"\"  \n",
    "    n = len(nodes)  \n",
    "    result = coefficients[0]  \n",
    "    for i in range(1, n):  \n",
    "        term = coefficients[i]  \n",
    "        for j in range(i):  \n",
    "            term *= (x - nodes[j])  \n",
    "        result += term  \n",
    "    return result "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "28f2d18d-132f-4f8c-a9df-ae5f015f7ec9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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sbGykFi1aSFu2bCnWfu/evVLPnj0le3t7ydbWVmrfvr20fv36Yu3mzJkjBQcHSyqVqsjOxsLfG0dHR8nV1VUaPXq0FBkZWeLv56xZsyRfX19JqVQWeU/+uxtOkiQpOTlZevzxxyUfHx9JrVZLgYGB0qxZs6S8vLwi7Up7H0r6HRcIyotCkiSpAn0zgUBQThQKBe+++24RYUqBICIiguDgYD777DNefvnlyjZHILivEDlLAoFAIBAIBGUgnCWBQCAQCASCMhDLcAKBQCAQCARlICJLAoFAIBAIBGUgnCWBQCAQCASCMhDOkkAgEAgEAkEZCFFKC2AymYiJicHR0bHMMgQCgUAgEAiqDpIkkZmZia+vL0pl6fEj4SxZgJiYmFJrUQkEAoFAIKjaREVFlVmEWzhLFqBQtj8qKgonJ6dKtkYgEAgEAsGdkJGRgb+/f4nld/6NcJYsQOHSm5OTk3CWBAKBQCCoZtwuhUYkeAsEAoFAIBCUgXCWBAKBQCAQCMpAOEsCgUAgEAgEZSCcJYFAIBAIBIIyEM6SQCAQCAQCQRkIZ0kgEAgEAoGgDISzJBAIBAKBQFAGwlkSCAQCgUAgKAPhLAkEAoFAIBCUgXCWBAKBQCAQCMqgWjlLe/bsYciQIfj6+qJQKFizZs1t++zevZtWrVqh0+kICQnhxx9/LNZm1apVNGzYEK1WS8OGDfnrr7+sYL1AIBAIBILqSLVylrKzs2nWrBnffffdHbW/du0aAwcOpEuXLpw8eZI33niDZ599llWrVpnbHDx4kLFjxzJp0iRCQ0OZNGkSY8aM4fDhw9a6DYFAIBAIBNUIhSRJUmUbcS8oFAr++usvhg0bVmqb1157jXXr1hEeHm4+9/jjjxMaGsrBgwcBGDt2LBkZGWzevNncpn///ri6urJs2bI7siUjIwNnZ2fS09NFIV2BQCAQCKoJd/r8VlegTRXOwYMH6du3b5Fz/fr1Y968eej1ejQaDQcPHuSFF14o1mbOnDkVaKlAIKhoDEYT2flGMvP15BQYydebKDAaKcjPxZQWQVpsKBhNRfootba4+LQER19sbGzQqpVo1UocdGoctGrsbdQolWVXLxcIBNWP+9pZiouLw8vLq8g5Ly8vDAYDSUlJ+Pj4lNomLi6u1HHz8/PJz883/5yRkWFZwwUCwT2RmacnNj2P2PQ84tJzic/IJzkrn+TsApKzCkjJLiA1p4CsfAP5BQU0UFynnTKcxsor6HUJJJGFMkKJS1I/ch07YFKoioyvMuaTmv05aX5HUNVUUkPvhCHfi5NSXQ6bGnBV8sFBq8FRp8bVzgZ3Bxvc7W1ws9fi7mCDt5MOHxcdPs62eDvpsLVRlXInAoGgKnFfO0sgL9f9m8JVx3+fL6nNf8/9m48//pjZs2db0EqBQHAnSJJEfEY+VxKziEjOJjI5h4jkbK4n53AjNZesfEOZ/WspohmpPE47ZTittBfJVhcwz8mJrXF2dDgEraO9uFhvCsletUodI9thOl7RTQjYv4KjdbI50egKbZ1CeSMjkzyTE4dN9TmU1ZAt6W04h0uZ9rjaaQhwsyPA3Z5ANzsC3e0I8rCndg0HXO1t7uUtEggEVuC+dpa8vb2LRYgSEhJQq9W4u7uX2ea/0aZ/M2vWLF588UXzzxkZGfj7+1vQcoFAkJpdQFhMBufjMrgYn8mlhCwux2eReRuHyEmnxtfFFm9nHd5OOmpqc2iZuZMG8RtxTTsDQJxKxdcuTuw2ufP0WhPDYyRivTtwouUojGodKqWRjkOD8Kpb9HPg0r4rhO5PId6rLWnOtWlxfjE9T19iX0NHhvZxZGx+JhPSjzBYOswHNouI9+hIWI2BnLDrSFyOkriMXDnylZZHrt5Iao6e1Jx0Qm+kF7sPDwcbans6UNfLkTqeDjT0daKBjxN2Nvf1x7ZAUCW5r//qOnTowPr164uc27p1K61bt0aj0ZjbbNu2rUje0tatW+nYsWOp42q1WrRarXWMFggeQNJz9JyMSiU0Kp2wmHTCYjKITsstsa1KqZAjMO72BNyMxgS62xHgZoePsy32WjVIElzdBUe+grCtYJIdrCS1hh8DGrBKyqD5RQMfbTShNdhzptlkklwbA+BT25neUxvi5GFbbG6v4BbU7pTOtgXnyEh042Tz5/CP+oeO4WsJiTXy1XBnFoV4MlmvYUrUebwT9+GduI9eNo7QcCgMfgK82yNJEhl5BqJTc4lMyeF6cjbXU3KITM7hWlI20Wm5JGUVkJSVwqGrKeb5FQoI8bCnsZ8zjXydaO7vStOazug0YjlPILAm1Wo3XFZWFpcvXwagRYsWfPnll/To0QM3NzcCAgKYNWsW0dHRLF68GJClAxo3bsxjjz3GzJkzOXjwII8//jjLli1j5MiRABw4cICuXbvy4YcfMnToUNauXctbb73Fvn37aNeu3R3ZJXbDCQR3jiRJXEnM4si1VE5GpnIiMpUridkltg10t6Ohj5McXfGSoyxB7vbYqEtRPZEkuLgF9nwG0cdunfdpzoHaHZmVuI/0nFQe/sfEoGMSJoWSUx3fJE3jjVKloN1DITTvE3DbJO2CPAP7V17i3P5YAGqmHqdu6Hz0agWLeirY2lJBbadAPndoTK1zmyHt+q3O9QZB15fBr2Wp42fnG7iSmMWl+CwuJWRxIS6DsJgMEjLzi7VVKxU08HGiZYALLQNdaRPkhq9LcUdPIBAU506f39XKWdq1axc9evQodn7KlCksXLiQqVOnEhERwa5du8zXdu/ezQsvvEBYWBi+vr689tprPP7440X6//nnn7z11ltcvXqVWrVq8eGHHzJixIg7tks4SwJB6UiSxKWELA5fTebQ1RQOX0smKaugWLsgdzua+7vQ2M+Zxn7ONPR1wkmnubNJTCYIXwd7Pod4eakNtS20moKhxWS+j9nOr2d+xSNd4o11GmreyAMg6qG3uZThjY2tmmEvtKBGgONd3dulY/FsnRcGErTkMC675C9qxxtq+bq/AYW9HW+0fYOhGk8UR3+GsDXAzY/c2r2h6ysQ0P6O50vIzCMsJoOw6HRO30jnZFQaiSU4UAFudrQPcaNdsDvta7njJ5wngaBE7ktnqaoinCWBoChJWfnsu5TEnkuJ7L2UVOyBrlUraRngSqtAV1oEuNDc3wV3h3tc2o4+DhtfhpgT8s82DtBmOnR4mjiFiVf3vMrJhJO4ZEl89Yct9olZqJyd0T/1EbsOyF0GPN6EkOY17mn6w+uvcmxjBGqtij71o8j//hMwGIis68zrQ7MwqBUMCRnCW+3fwi7tBuz7Ek6vAMkoD1B/MPT/GFwC7npuSZKITsvlZGQaJyPTOH49hTPR6Zj+86ke7GFP1zoedKlTgw613OWlSoFAIJylikQ4S4IHHZNJ4nR0OjvC4/nnfAJhMUXlNHQaJa0CXWl/M9LRtKYzWnU582xyUmDH+3B8ISCBjSO0f0J+2blxIOYAr+55lfT8dGoY7fjqT0dsrkajCQjA9aufWP1rJAW5Bpr39qfTqDrluvd1X58i+kIqrj72DOqvIe6JmZhyckhqX5dnu0dgUJgIcgrim57fEOwcDClXYd9XcHKp7DSpbeWluY7PgLp8+ZCZeXqOXU/l0NVkDl+VnSfjv7wnjUpBywBXejXwpHcDL0JqOJRrPoGgOiOcpQpEOEuCB5E8vZF9l5LYcT6e7eEJxaJHDX2c6Fq3Bl3reNAqyLX8zlEhJhOcWgLb3oXcm8nPTcdCnw/AUd69titqFy/uehG9SU9zp4a8tULCdPIMqhoe1Fy8hA3LEkiMzMQ7xJlhL7VApSpf5aecjAKWf3iEnPQC6rXzpn29NG489jiSXo/hoV680Dqc+NwE3HXu/Nr3V2q71pY7xp+DTS/D9f3yz+61YeDnUKt4usG9kpGn5+CVZPZeSmTPxSQiU3KKXA/xsKd3Qy96N/CiVaArKiGqKXiAEM5SBSKcJcGDQm6BkV0XEth0No5/wuPJLjCarzlo1XSrW4NeDTzpUqcGNRytsGM0Iwb+egyu7ZF/rtEABn0BQZ3MTbZf384ru1/BIBnoW7MXz60qIPufnSgdHAhc8huHTyg4uycanb2GsW+1wcFVZxHTYi6lsubLk0gS9JhUn5qZp4l+4UWQJOwfm8ZLtY9wPuU8rlpXfun7C/Xc6skdJUleltv6FmQnyOdaTIIBn4CNvUVs+zfXk7PZdSGR7eHxHLqajN546xHg4aClf2MvBjb2oW2wG+pyOpECQVVHOEsViHCWBPcz+QYjO88nsP50LP+EJ5Crv+Ug+Trr6NPQi94NvWgX7F76LjVLEL4B1j0NuamgsYMeb0K7x0B1Kwn872t/8/re1zFKRgYGDeDZrRoyVq1GYWNDwLxfiVYEsPXXMFDA4KebEdjI3aImHv87gkNrrqLSKBn9emuUe9YTN/t9AJzfeJkX3bYRlhyGk40TP/f9mUbujW51zk2DnR/BkZ8BSY4yjZwHvs0tauO/yczTs+diEjvC49lxPoH0XL35mru9DX0beTO0uS9tg9xEGRfBfYlwlioQ4SwJ7jdMJomjESmsORXNxtOxZOTdEoL0c7FlUFMfBjbxoVlN5zLV7i1CQQ5seQOOL5B/9mkuOxEetYs0W39lPW/tfwuTZOKhWg/xXKgvyd9+B0olNb/5Gm3n7ix99xA56QW0GhBI+6Glq3TfK5JJYuPc01w/m4xfXReGvtCCpO/nkvTdd6BQ4P7157xgWMrpxNM4ahz5sc+PNK3RtOgg1/bC6kchMwaUGuj1DnR4GpTWjfLojSYOXElm0+lYtpyLIy3nluPk66zjoeZ+DG/hRz3vu9sxKBBUZYSzVIEIZ0lwvxCZnMOKY1H8dTK6iCikt5OOh5r7MqiJD00rwkEqJD4MVk6FpIvyz52egx5vgbpoKZD1V9bz5r43kZAYWWckr+geIvLhSWAy4f3+bFzHjOHI+qsc3RiBUw1bJrzbDpWVomCZKXksfecQRoOJgU80IaipB3GzZ5P2x3JUrq54r17GM6fe4UTCCew19vzS5xea1GhSdJCcFFj/LITfFNUN6QEjfgYHT6vY/F/0RhOHriazPjSGzWfiiqim1/d2ZFSrmoxoWRM3UZJFUM0RzlIFIpwlQXUmT2/k77NxLD8axcGryebzjlo1A5p4M6y5H+1C3Cs+8Td8gxxh0WeDgzcM/7HExOfj8ceZsXUGBpOBsfXG8nrj54gYPhJ9VBTOQx/C95NPyE7LZ8k7BzEUmOg3szG1W1nX6Tj41xVObLmOi5cd495pi8JoIGLsOPLDw7Hv2gX3777i2Z3PciTuCB62HiwbtAxve++ig0gSnFgEm18HQy441YTxy8CnacmTWok8vbwM+9fJaHZeSDDnOGlUCvo09GJMa3+61KkhEsMF1RLhLFUgwlkSVEcuxWey5NB1Vp+MJvPmMptCAV3q1GB0q5r0aehVOWU0JEnWItoh5/oQ3A1GLQD74vlFNzJvMGHjBFLzU+kb2JfPun1G3Ftvk75qNRpfX4LXrkHl6Mg/i8MJPxCLd4gzI15pafXIWEGugSXvHCQ3U0/XcXVp0r0m+Zcvc23kKKT8fLzeeRvt6KFM2jyJS6mXqO9Wn0X9F2GnsSs+WOIF+GMCJF+Wc7VG/AINBlvV/tJIyylg/elYVhyN4kz0rXp2vs46xrYJYHxbfzydLJMwLxBUBMJZqkCEsySoLhQYTGw9F8eSQ9eL1Bzzc7FlTGt/RrWuWblqz/o8efnp9HL55zYzZcFGVXEl76yCLCZtnsTltMs0dG/Iwv4L0f+zl+hnnwOFgsDfFmPXujVJN7JY/uERkGDkq63wDnGukFs5s+sGe/64iM5Bw8MfdEBrqybltyXEf/ghCq2W4NWrSPayZfzG8aTkpdAroBdfdv8SpaKE5cHcVFj5CFzdKf/c6x3o/KLs3VYS52IyWHEsijWnos35TWqlgn6NvJnYPoAOIe4Vt1wrENwjwlmqQISzJKjqJGbms+TQdX4/EmnWQ1IqoHcDLx5uH0jn2h6Vv9spMx6WT4QbR0GhgoGfQpsZJTY1mow8888z7I3ei6etJ78P+h23LAXXHnoIY3o67o8+iueLLyBJEuu/OUVUeCq1W3nSb2bjCrsdo9HEH+8fIS0+h5b9AukwvBaSyUTUo4+RvW8fuoYNCfpjGaFp55i2ZRp6k56ZTWbybMtnSxnQAFtm3dwtBzQZAw99C5rKjeTk6Y1sCZMd8KMRqebztT0dmNIhkJGtamJnIxTDBVUT4SxVIMJZElRVzsdlMG/vNdaeiqHAaAJkLZ0Jbf0Z1zag6hRcTY2AxUPlf3UuMGYRhHQvtflnRz9j8bnF6FQ6FvZfSEO3BkTNfJTs/fvNTojCxobrYcls+DYUpVrBxPfa4+RRsfd77XQSm+aeRqVWMvH99ji66dDHJxRz6tZfWc8b+94A4OMuHzM4pIxltqPzYNMrsvJ3UBc5j0lbNXaohcdmsOTQdf46GU3OTQ0uZ1sNE9oFMKVDEN7OYolOULUQzlIFIpwlQVVCkiR2X0zkl71X2X/5VsJ2M38XpncOpn8jb+vqId0tCefht2GQGQuuQTBxVTFZgH+z5vIa3t7/NgCfdfuM/kH9SVm6lPgP/mde3tLWqoXJaGL5h0dJickud0mTe0WSJNZ+dZLoi2nUbetFn2myrlLG1q23lguX/IZdq1bMOT6HeWfnYaO0YUH/BcUlBf7N1V3wx8NQkAl+rWDin2DnVjE3dQdk5un58/gNFuyPMCuGq5UKBjX1YWaXEBr7VcxSqEBwO4SzVIEIZ0lQFTAYTWw8E8uPu68SHivXZlMqYEBjH6Z1DqZVoGslW1gCMSfhtxFy2ZIa9WHSGnDyKbX51fSrjF0/ljxjHk82e5Inmj+BISmJK/0HYMrKwuutt3B7eCIA5/bFsHPJebT2ah5+vwM6++J5TxVBYmQmKz46CsDoWa3xDJQ/I2JmvUH6X3+hrVeP4FV/IqmUPL/zeXZG7cTPwY8/h/yJg00ZdduiT8CSEXI+k2dDmPQXOHqX3r4SMJoktofHM3/fNQ5fu5Uj16WOB090ryXymgSVzp0+v6vQ10uBQHAv5OmN/HboOj2+2MVzf5wiPDYDOxsV0zsHs+fVHnw/sWXVdJSuH4BFD8mOkm8LmLqpTEdJb9Tz+p7XyTPm0d6nPY81ewyAhDlzMGVloWvUCNcJ4wE5X+jopmsAtBkYXGmOEkCNAEfqtpNr1h3dGGE+7/nqKyidncm/cIG0lStRKpT8r/P/8LX3JTormo+PfFz2wH4t4ZHNsqxCwjmY3x9Sr1vxTu4e1c2E7+WPdWDDM50Z2twXlVLB3ktJTPjlMMPmHuDvs3GYTOI7u6BqI5wlgaCakqc3Mm/fNbp8upO315wlKiUXVzsNL/apy4HXe/L24IbUdC1hK3pV4PIOOaKUnwGBnWDyuhKlAf7Nt6e+JTwlHGetMx92/hClQknu2TDSV60GwOvNN1HcVLm+dDSerJR8bB01NOria/XbuR2tBwSBAiJOJ5EcnQWA2tWVGs88A0DinK8xpqXhZOPER10+QqlQsu7KOv6+9nfZA3s2gGmbwSUAUq/BggGQdNnKd3NvNPZz5utxLdj5UncmtQ9Eq1YSGpXG40uO0//rPawPjcEonCZBFUU4SwJBNSO3wMive6/S+ZOdfLDhHImZ+fg663hvSEP2v96TZ3vVwcWuCisrX9sr6wYZcqFOX3h4FejKXr4+HHuYhWcXAjC7w2w87TyRJIn4Dz8EScJpyBDsWrYA5JIjJ/6WIyzNewegtqkEraj/4OptT60WshDmiS23oj+u48airVMHY3o6id9+B0Arr1bMaCLvAnz/0PvEZsWWPbhbCEzbAh71ICMaFg2RE+WrKAHudnwwrDH7XuvJUz1q4ahVczE+i2eWnaTfnD2sE06ToAoinCWBoJqQp5edpC6f/sP/NoaTlJWPn4stHw1vwq5XejC1U3DV36IddRR+HwuGPKjbH8YuBU3ZO9TS89N5Y98b5lImvQJ7AZCxYQO5J0+isLPD8+WXzO2vnU4iNS4HG1s1jbv6WfV27oZW/QMBuHQsgfREuZSMQq3G6015F1zqsmXkXZDLujze7HGaeDQhsyCTN/a9gdFkLHnQQpx84ZFNssOUGSMvb2bEWO9mLEANRy2v9KvPvtd78nzvOjjp1FxOyOLZZSfp+9Vu1ofGiOU5QZVBOEsCQRVHbzTx++FIun+266aTVEBNV1v+b0QTdr7cnQntAqrW7rbSiA2FJSPl8iXB3WD0omI13v6LJEnMPjibhJwEgpyCeLXNqwCYsrNJ+OxzADweewyNl5e5/fHNEQA06eaHjW3VcR5rBDgS0NANySRxcluk+bx9+/Y49u0LJhPxH32EJElolBr+r8v/Yau25Vj8MRaELbj9BPYeMHktuAZD2nVZiiEr0Yp3ZBmcbTU837su+17vyYt96uJsq+FKYjbPLDvJoG/38c/5eMQ+JEFlUw0+YQWCBxOTSWLtqWh6f7mbN/46Q1xGHr7OOrOTNK5tNXGS4KY8wHDITwf/9rI20B2IKa65vIZt17ehVqj5vy7/Zy4HkvTzLxgSEtD4++M2dYq5/Y0LqSRcz0SlUdK0p7/VbudeaXkzunT+QCzZ6fnm856vvopCqyXn8GEyt24DIMApgFltZwHw/cnvCUsKu/0ETj4wZZ1cRy7povye56Tcvl8VwEmn4dleddj3Wg9e6F0XR62a8NgMpi08xqgfD3LoX3ULBYKKppp80goEDxZ7LyUy6Nt9PPfHKa4n5+Bub8O7Qxryz00nSaOqRn+6KVflKEdOMvg0h4krwMb+tt2ScpP47NhnADzV4ikaecgaRQWRkaTMnw+A1+uvodRqzX0Kc5UadvLFzqnq5W351nHBO8QJo8FE6I4o83mbmn64T58GQMInn2DKywNgWO1h9Ansg0Ey8O6BdzGYDLefxCVAjjDZe0L8GVg6CvIzrXI/1sBRp+G53nXY82oPHusWglat5Pj1VMb9fIipC45wIa763Ivg/qEafeIKBPc/4bEZTJ5/hEnzjhAem4GjVs3Lfeuy59UePNIpuHIK25aH7CQ5upEVd0sLSHdngoSfHv2UzIJMGro35JFGj5jPJ3zxJZJej33Hjjj07Gk+Hx+RwY3zqSiVCpr3qXpRJQCFQkHL/kEAnN0TTf7NmmoA7jNmoPb2Rh8TQ8qixeb2b7V/C2etMxdSL7Dk3JI7m8ijtuww2bpB9HFYPgmM+tv3q0K42tswa0AD9rzag0ntA1ErFey6kMiAr/fw2p+nic/Iq2wTBQ8QwlkSCKoA8Rl5vPpnKAO/2cuei4loVAoe6RTEnld78HTPOthrq07uzR2jz4Vl4+SdWS6BsuDkHapM74/ez+Zrm1EqlLzT4R1UStlJzDt/nswtW0ChwPP114oIGhZGleq29cLJvYqUcSmBoMbuuPvZo88zcmZXtPm80s4OzxdfACB5/nyMWbLEgJvOjZdayQnsc0PnEp0VXXzQkvBqKO801NjLBXg3PA/VMPfHy0nHB8Mas+3Fbgxo7I1JguXHouj+2S6+3HqB7Pw7iLYJBOVEOEsCQSWSpzfy/c7L9Ph8FyuO3UCSYFATH7a/2I13hzTC1b7qLSXdESYjrJ4pF8XVucjlOBy97qhrriGXDw59AMCE+hNo5N7IfC3xO3l7vdPAgejq1jWfT4nJ5uqpRFBAi36BlrsPK6BQKmh508bQf6LQF9za6eY0aBA2ISGY0tNJWbzYfH5Y7WG08mpFriGXDw99eOcJz34tYdR8UCjh5BLY87lF76UiCfaw54eHW7HqiQ60DHAhV2/km3/kv53VJ26InXMCqyKcJYGgEpAkib/PxtL7y918tuUCOQVGWga4sOqJjnw/sSWB7rfP6anSbHsHwteDygbG/Q416t6+z01+Cv2J6KxovOy8eLrF0+bzuWfDyNq+A5RKPJ56skifk9vkqFJIsxq4+VT99652K0+cPHTkZekJ339ri79CpaLG008BkLJgIcYMuWyNQqHgnfbvoFaq2Ru9l23Xt935ZPX6w0A594ud/4PQ5Ra7j8qgVaAbq57oyA8TWxLgZkdCZj4vrghlxA8HOBmZWtnmCe5ThLMkEFQwF+IymfjrYR5fcoIbqbl4O+n4elxzVj3RsWqWJblbDv8MB+UIEMN+gKBOd9z1YupFFoUtAuCNdm9gr7nl+CTdjCo5DxmMNiTEfD47PZ+LR+MBaNEvoLzWVwhKlZLmvWVbQ/8pGhVx7N8fbZ3amDIzSVm4yHw+xCWE6Y2nA/B/R/6PzIK7SHRuMwM6Pisfr31KFgatxigUCgY08WHbi115rX997G1UnIpKY/jcA7y44hQJIp9JYGGEsyQQVBBZ+Qb+t+EcA7/Zy4EryWjVSp7tWZt/Xu7G0OZ+90dB0fOb4O/X5ONe70CTUXfc1SSZeP/g+xgkA70CetEz4Fbydu7p02Tt2gUqFR5PPFGk39nd0ZgMEt4hTngHV59q9vU7+KC1U5ORmEvE6STzeYVSicfTchmUlEWLMKalma/NbDqTQKdAEnMT+frE13c3Ye/Z0HAYmPSwfCIkXrDAXVQuWrWKJ7rXYufL3RnVqiYAq09E0/OL3czfdw2D0VTJFgruF4SzJBBYGUmSWB8aQ68vdvHrvmsYTRL9G3mz/cVuvNi3XtVX3b5TEs7LeUqSCVpOhs4v3lX3Py/+SWhiKHZqO15v+3qRa4WlQJyHDsUmKMh83lBg5OweOeG5Wa/qEVUqRKNVmevW/VtGAMCxT2+09etjys4mecFC83mtSsvb7d8GYMWFFYQmht75hEolDP8J/NtBXjosGw+5aeW9jSqBp5OOz0c3Y81TnWjm70JWvoH3N5xjyHf7OX69euhMCao2wlkSCKzIlcQsJs07wjPLThKfkU+gux0LH2nDj5Na4e9WRYvc3gu5afDHeCjIgqAuMOhLuItIWXp+Ot+e/BaAZ1o8g7e9t/lazomTZO/dC2o1Hk88XqTfxaPx5GXpcXTTEdLcwyK3UpE06V4TpVJBzKU0EiNvLasplEpz7lLqb79hSL2Vi9POpx0P1XoICYlPjnyCSbqL6IlGJ+eQOftDyhVYNUNOxr9PaO7vwl9PdOSj4U1wttUQHpvByB8O8uqfoaRkF1S2eYJqjHCWBAIrUGAw8c2OSwyYs5d9l5OwUSt5oXddtjzfle71PCvbPMtiMsoP3ZSr8kN49EJQae5qiJ9P/0xafhq1XWozrv64IteSvpOdKJfhw7Dxv6WfJEmSOSLTpEdNlNVJqPMmDq46arWSfx/+G11y6NULbcMGmHJyzCKchbzQ6gXs1HacSTrDpmub7m5Sew8YtxTUtnB5G+z8sFz3UNVQKhVMaBfAzpe7M7a1/Puy4tgNen0h75oTpVME90L1+3QRCKo4xyJSGPTNXr7cdpECo4mudWuw7YWuPNe7TvUTlbwTdn4oP3TVOhi7RH4Y3wXXM67z+/nfAXi59cuolbeWJXOOHiX7wEHQaHB/rGhU6UZ4Kikx2ai1Khp28in/fVQSzW6WZbl0LL5ICRSFQkGNZ27mLi1ZiiH5VrkPD1sPZjSZAcCc43PINeTe3aQ+zeAh2Qll7xcQtubeb6CK4mZvwyejmrLqiQ7U93YkNUfPiytCmTz/CJHJOZVtnqCaIZwlgcBCZOTpeWvNGUb9eJBLCVm429vw9bjmLHqkTfWXAiiNsDXywxbkh69v87se4qvjX2EwGejk14lOfkV3ziX98AMALiNHYFPTr8i1UzcjMQ06+qC1u7tIVlXCK9gJ7xBnTEaJs7uLCk46dO+OrkkTpNxcUhYULaY7qeEkfOx9iM+JZ3HYYu6apqOhw01phjVPQvwd1J6rhrQKdGP9M515pV89bNRK9l5Kou+c3fy4+wp6kQAuuEOEsyQQWIB/zsfT98s9LDkkV5Mf07omO166j3a5lUT8OfkhC/JDt+mYux7iaNxRdkTuQKVQ8UrrV4pcyw0Lk6NKKhUeM2cWuZYal01kWDIooFnPmvd8C1WFZr3k6NLZPdEY/iVSqVAozLv/Uv9Yblb1BtCpdTzf8nkA5p2dR0JOwt1P3Hs2BHcDfTb8MaHaFN29WzQqJU/1qM2W57vSsZY7eXoT/7f5PMO+3094bEZlmyeoBghnSSAoB+k5el5aEcq0hceIy8gjyN2O32e249NRzXCxq6bq23dCfiYsf1h+yAZ3kx+6d4nRZOSzo7JY4qi6o6jlUqvI9ZR5cp6O08CBaPyKRpVC/7kBQHBTD5xrVP9E+ZDmHji6ySKVFw7HFbnm0L0bNrVqYcrKIm35iiLXBgQPoGmNpuQacvnu5Hd3P7FKLeeYuQTIZWn+ehxM92+0JdjDnqUz2vH56GY422oIi8lgyLf7mLP9IgWG+/e+BeWn2jlLc+fOJTg4GJ1OR6tWrdi7t3RxtalTp6JQKIq9GjW6VT5h4cKFJbbJyxOiZoKy2XYunj5f7WbViRsoFDCjczCbn+tKx1rVb1fWXSFJsP55eTeVU00YtUB+6N4l666sIzwlHEeNI082L6rIXXDjBhlbtgDgPn1akWt5WXouHIwFbkVkqjtKlZKmNyNkof8UTUJWKJW4T5MLCacsXoxUcGtXl0Kh4NU2rwKw5vIawpPD735yOzcYuxRUWri05Zag6H2KQqFgVKuabHuxK30bemEwSczZfomh3+/nbHR6ZZsnqKJUK2dp+fLlPP/887z55pucPHmSLl26MGDAACIjI0ts//XXXxMbG2t+RUVF4ebmxujRo4u0c3JyKtIuNjYWnU5XEbckqIak5+p5YfkpZi4+RkJmPiE17Pnz8Q68Nbghtjb3YQL3fzmxCM7+CQqVXHfM3v2uh8jR55ilAh5t+ihuuqIFdlMWLgKjEfuOHdHVr1/kWti+aAx6Ex7+DvjWcbnn26hqNOjki0arIjU2m6hzRZfDnIYMQV2jBob4eNI3Ft391qxGMwYED0BC4vNjn9/bbi+fptD/Y/l4x2yIOnKvt1Ft8HTU8dOkVnwzvgWudrLMwLDv9/Pltosil0lQjGrlLH355ZdMnz6dGTNm0KBBA+bMmYO/vz8/3EwC/S/Ozs54e3ubX8eOHSM1NZVHHnmkSDuFQlGknbe3d4njCQT7LiXRf84e/joZjVIBj3ULYdOzXWgV6Hb7zvcDcWdh802F7t7vQkC7expmQdgCEnMT8Xf0Z0KDCUWuGVJTSVu1CgD3GdOLXDMaTZzZVShC6X9f5YNpbdU06Cjv6itcZixEaWOD6+RJAKTMn1fMIXqh5QtoVVqOxB1hZ9TOezOg9TRoNAJMBvhz2n2bv/RvFAoFDzXzZesL3RjYxBuDSeKbHZcY+cMBLidk3X4AwQNDtXGWCgoKOH78OH379i1yvm/fvhw4cOCOxpg3bx69e/cmMLBoVfKsrCwCAwOpWbMmgwcP5uTJkxazW3B/kFtg5L11YTw87zCx6XJu0srHOzJrQIP7Uw6gJPIzYeUUMORBnb7Q4Zl7GiY5N9lc/+2FVi9goyqa25W6bBlSbi7aBg2w69ChyLWrJxLJTsvH1smGOq287u0+qjBNe9YEBUSGJZMal13kmuvYsSjt7cm/dJnsPXuKXPNx8GFyw8kAfHvyW4z3IjSpUMCQr8EtBNKj5BpyD4gmUQ1HLXMnylEmZ1sNp2+kM+ibvczfd61I3T7Bg0u1cZaSkpIwGo14eRX9gPTy8iIuLq6UXreIjY1l8+bNzJgxo8j5+vXrs3DhQtatW8eyZcvQ6XR06tSJS5culTpWfn4+GRkZRV6C+5fQqDQGfbuXhQciAHi4fQCbnutyfxS9vVMkCTa8CMmXwdEXhv0ol8+4B3498yu5hlwauTeid0DvItdMeXmkLlkKgPu0acUiR6H/3BSh7OaHSlNtPr7uGOcadgQ1kXPeTu8sGl1SOTnhMkbecZg8b36xvlMbT8XJxonLaZfvXqiyEJ3TTVFRG7iwCQ7NvbdxqikPNfNly/Nd6Vq3BvkGE+9vOMfD8w4Tk3aXOlaC+45q92nz3w9PSZLuKBS/cOFCXFxcGDZsWJHz7du35+GHH6ZZs2Z06dKFFStWULduXb799ttSx/r4449xdnY2v/z9748kU0FRjCaJ73deZuQPB7iamI2Xk5ZF09ryv2FN7p96bnfKyd/gzIpy5SkBxGXHseKCvKPr2RbPFvvbTV+zFmNKChpfX5z69yva92o68dcyUKoVNOpSdHfc/UShFML5g7HkZeuLXHObMhnUanKOHCH3zJki15xsnHiksZxiMPfUXPSmon3vGJ9m0O8j+XjbO3Dj+L2NU03xdtax6JE2fDCsMbYaFQeuJNN/zh42no6tbNMElUi1cZY8PDxQqVTFokgJCQnFok3/RZIk5s+fz6RJk7CxKXs7t1KppE2bNmVGlmbNmkV6err5FRUVVWpbQfUkJi2XCb8c4rMtFzCYJAY19WHL813pVrdGZZtW8SRdvpWn1PMtCOxQdvsy+DH0RwpMBbTyakUH36LjSEYjyQvkiInb1CkoNEWFJk/fjCrVbe2FndP9K8vgV88VN197DAUmwvcXfUBrvL1xHjQIKDm6NKH+BNx17tzIusFfl/66dyPazICGw+T8pVXTIf/Byt9RKBRMah/Ipue60MzfhYw8A0/9foJX/wwlO99Q2eYJKoFq4yzZ2NjQqlUrtm3bVuT8tm3b6NixY5l9d+/ezeXLl5k+fXqZ7UB2rE6dOoWPT+nlE7RaLU5OTkVegvuHzWdiGfD1Xg5fS8HORsVno5ry3fgW97duUmkY9bB6JuhzILgrdHr+noeKzIhkzeU1QMlRpcwdO9Bfj0Tp7IzLyJFFrmWl5nHlRCIATXve35FchUJhlkQ4vSsK0392ZrlNk6UUMrdupeA/O4HtNHbMbCoLeP50+ifyDPcogVKYv+RUE1KvwZZZ9zZONSfYQ97p+nSP2igUco25wd/u4/SNtMo2TVDBVBtnCeDFF1/k119/Zf78+YSHh/PCCy8QGRnJ44/LNaNmzZrF5MmTi/WbN28e7dq1o3HjxsWuzZ49my1btnD16lVOnTrF9OnTOXXqlHlMwYNDboGRWatP88TSE6Tn6mla05mNz3ZhdOv7a9fVXbH7U4g5ATrncuUpAXx/6nuMkpHOfp1p6dWy2PWUBQsBcB0/DqV90fIwZ3ZHYzJJ+NZxoUaA4z3bUF2o28YLnb2GrJR8roUmFbmmq1cX+65dwGQiZVHxMiej647Gx96HhJwEll9Yfu9G2LrA8B8BBZxYDOEb7n2saoxGpeTlfvVYNrM9Ps46riVlM2LuAX7afUUkfz9AVCtnaezYscyZM4f333+f5s2bs2fPHjZt2mTe3RYbG1tMcyk9PZ1Vq1aVGlVKS0vj0UcfpUGDBvTt25fo6Gj27NlD27ZtrX4/gqrD5YRMhn2/n2VHolAo4Inutfjz8Y4Ee9ynNd3uhKgjsPdz+XjwHHC+9zyhS6mX2HxtMwDPtCi+iy73bBi5J0+CWo3rhKJSAvoCI+f2xgC3is7e76htVDTq6gvcSmr/N+5TpwKQ/tdfRUqgANiobHiimVwiZd6ZeWTrs//b/c4J7gKdnpWP1z8LmfH3PlY1p32IO5uf62KWGPh483mmLTpKSnbB7TsLqj0K6Z4UzAT/JiMjA2dnZ9LT08WSXDXkz+M3eHvNWXL1RjwctHw9rjmdat/nKty3Iz8Tfuwsl8BoOhZG/Fyu4Z775zn+ifqHPoF9+LL7l8Wux7w+i/Q1a3AaPBi/zz8rci1sbzS7ll7A0V3Hwx90QKl8MKJ82Wn5LH7jACaTxJg32hSJqEmSxNXBQyi4cgWvN9/EbdLDRfoaTAaGrx1OREYETzd/mseaPXbvhhjy4ZdeEH8GaveBiSvlZboHFEmSWHYkitnrw8g3mPB20vHN+Ba0DX5AtNbuM+70+V2tIksCgSXJzjfw4opTvLwylFy9kc61Pdj8XBfhKAH8/brsKDn7w8DPbtu8LM4knuGfqH9QKpQ83fzpYtcNyclkbNwIgNvDE4tckyTJvIW+aY+aD4yjBGDvoqVWK0+geHRJoVDgOlGOwKUuWYL0n3puaqXaXEJmYdhC0vPLUcZDrYWRv8jlUC5vg6O/3vtY9wEKhYIJ7QJY81QnQmrYE5eRx7ifD/LdP5fEstx9jHCWBA8klxMyGfr9flafkJW4X+pTl0XT2lLDUVvZplU+59bBySWAAob/JOcrlYPvT30PwOCQwYS4hBS7nrZyJZJej65JE3TNmhW5duN8Kikx2ai1KrO69YNE4bLjpaPxZKfnF7nmMnQoSgcHCq5fJ3v//mJ9+wX1o65rXbL0WSwMW1g+QzwbQJ/35eOtb0HihfKNdx/QwMeJ9U93ZkQLP0wSfL71IlMWHBHLcvcpwlkSPHCsD43hoe/2czkhCy8nLb/PbM8zveqgeoCiFqWSnQQbnpePOz8PQZ3KNdyZxDPsj9mPSqHi8WbFN01Iej2py/4A5KhSaSKUDTr4oLXTFOt/v+MV7IR3iBMmo8TZPdFFrint7XEZOQKAlCVLivVVKpQ81fwpAJadX1a+6BJA20ehVk9ZwX3NE2AUW+jttWq+GNOMz0Y1RadRsvdSEoO/2cupqLTKNk1gYYSzJHhgKDCYeG9dGM8sO0lOgZGOtdzZ+GwX2ofcm8DifcmmlyEnGTwbQfc3yj3cT6d/AmBQyCD8HYsnZ2du344hPh6VuzuOAwYUuZYSm831M8mgkJfgHlQKpRLO7o7GUFC0jInrhAmgUJC9ew8FERHF+vbw70Fd17pk67NZGr60fIYolTD0e9A6Q/RxOPhd+ca7T1AoFIxu7c+apzoR7GFPTHoeo388wG8HI+6tqLGgSiKcJcEDQWx6LuN+PmguWfJUj1r8Nr0dHg5i2c1M2BoI+0tW6R42F9Tl05UKTw5n943dKBVKZjaZWWKblJulTVzHjkX5H8HY0B1yVCm4qQcuXnblsqU6U6tFDRzddORl6Tl/qKgor01gIA5duwKQ8vvvxfoqFAoebfooAEvCl5BVUE5xSSdf6P+xfLzzI7Ec9y/qezux7ulO9G/kjd4o8fbaMF5YfoqcAhGBux8QzpLgvufw1WSGfLuPE5FpOOrU/Dq5Na/0qy+W3f5NdhJsfEk+7vIi+DYv95A/n5Z30PUL6keQc1Cx63nnzpF7/Dio1biMHVvkWk5GARduOgbNeweU25bqjFKlNItUhu6IQvpPErHrw/JOuPRVqzFmFZcJ6BPYhxDnEDILMll2fln5DWo+QS6kbMyHNU/CvRTtvU9x1Gn44eGWvDmwASqlgjWnYhj+/QGuJ5dDvkFQJRDOkuC+RZIkFh2IYOKvh0nKKqCBjxMbn+lC74b3X7X6crPpFchJkpffur5a7uEupl5ke+R2AB5t8miJbQqjSk79+qHx8ixy7eyeaIwGE56BjvjULl+C+f1Ag04+2NiqSYvPIeJscpFr9p06YhMcjCk7m/S1a4r1VSqUZlXvxecWk6PPKZ8xhereWmeIPiaW4/6DQqFgZtcQls1sTw1HLRfiM3nou/3svphY2aYJyoFwlqopGQUZbLq6iT039mCSTLfv8ICRpzfy8srTvLsuDINJYmhzX1Y/0ZEA9wd3OadUzq2FsNU3l9++L/fyG8Avp38B5KhGbdfaxa4bUlLI2CArQrv+Ry7AUGDk7G5ZLqB5n4AHVz39X9jo1DTqLItUntpWVHhXoVTiOlF+D1OXLC0mIwDQP6g/AY4BpOWnlU/VuxAnX+h/s9juPx9C4sXyj3mf0TbYjQ3PdKZFgAvpuXqmLjjC3F2XRR5TCeQZ8th8bTO7onZRYKyauwmFs1SNyNHnsOnqJp755xm6L+/Oa3tf46kdTzFi7Qg2X9uMUYTDAbkI7pifDrLqxA2UCnhrUAPmjG2OrY2qsk2remQn31p+6/wC+LYo95BX06+yJWILgDlf5r+krfwTqaAAXePG2DZvXuTahcNx5GbqcXDTUqvFA1i4uBSa9pR1pmIupZFwPaPINedhw1Da21Nw7RrZ+w8U66tWqs3RpYVhC8k15JbfoOYToXZveTlurViOKwkvJx1/PNqecW38kST49O8LPP37SVGM9ya5hlx+O/cbA1YP4NU9r5qfbW/vf5sD0QcwmKrO+yScpWqA0WTkf4f+R7fl3Xht72vsitqF3qQnxDkER40jV9Kv8OqeVxm+bjgbrm54oJ2m49dTeOi7fZy+kY6rnYYl09sxo0uIiE6Uxt+vQXYieDaEbuVffgP49fSvSEh09+9Ofbf6xa5LRiOpy2W5ANf/yAVIJsmc2N2spz9KlfiIKsTBVWcWqTy1vahIpcrBHucRsoxA6rKS85IGhQzCz8GPlLwUVl1cVX6DFAoY8g1oneDGUTg0t/xj3odo1Sr+b2RTPhzeGI1KwcYzsYz84QBRKeVcDq3G5OhzWBS2iAGrBvDp0U9Jyk3Cy84LT1tPMvWZrLm8hse2P0avlb3Kv4vTQohPomrAz2d+ZvmF5eQZ8/B39OfRpo+y+qHVrB22lr9H/c2TzZ/E0caRa+nXmLV3FhM3TSSzILOyza5wVh6LYvzPt/KT1j3dmY5Cjbt0Lm2DMytBcXNLuLr8OwOjMqLYdG0TAI83LbkYddbuPRhiYlG5uOD0H7mA62HJpMblYKNT0bCTb7ntud9o0UdOdr98PIHMlLwi11zHjwMga9cu9DExxfpqlBqmN5FrZC44u4B8Y36xNneNsx/0+1A+3vmRrPouKJGJ7QJZNrM9Hg5azsfJorhHrqVUtlkVTkR6BEP+GsLnxz4nOS8ZX3tf3unwDptHbGbb6G3M7zefMXXH4Kp1JSUvhf878n/subGnss0WzlJV50T8CX4M/RGA9zq8x8bhG3mmxTPUca0DgJONE080e4KtI7fyTItncLRxJCw5jJd2vYTepK9M0ysMo0niw43neOXP0xQYTfRv5M2qJzrg7ybyk0olPws2vCgft38S/FpaZNh5Z+dhlIx08utEI49GJbZJ/UOOfDiPGIFSW9RBO7Vdzsdp2NkXG1u1RWy6n6gR4IhfXRckk8Tp/5RA0YaEYNeuHZhMpK5cWWL/obWG4mXnRUJuAmsurbGMUS0mQVAX0OfIv1MiJ6dUWge5se7pTjTydSIlu4CJvx5i+dHI23e8T0jJS+HJHU+SkJuAr70vszvOZsOIDYyuOxqNSoNSoaSNdxve7vA2O8bsYGw9eZfsW/veIiEnoVJtF85SFSY9P53X9r6GSTIxJGQII+uOLHU5ycHGgUebPsqvfX/FVm3LwdiDfHjow/s+mTAjT8+MRUf5Ze81AJ7tVYe5E1tiZyMetGWy62NIjwTnAOhRfvFJgPjseNZeWQvAY01LLtxacOMG2Xv3AeA6ZnSRa4mRmURfSEOhVJiFGAXFKZRSOLcvhoLcojkdhdGltD//RNIX/7Jko7LhkcaPALAgbIFlckIUChg8R64dd2UHnPmz/GPex/i62LLy8Q4MbCLrMb226gzvrz+HwXh/b9TJN+bz3D/PEZUZhZ+DH0sHLWVEnRFolCUr82uUGl5t8yr13eqTmp/KG3vfqNQUE+EsVVEkSeK9A+8Rlx1HgGMAb7Z/8476NXRvyKddP0WpULLq0irmn51vZUsrj6iUHEbOPcDOC4lo1Uq+Hd+CF/vUfaCKrd4T0Sdu5ZcM/hJs7C0y7JLwJRhMBlp6tqSFZ8mJ4mnLV4AkYd+xIzZBQUWuFUaVarfyxNFNZxGb7kcCG7vj4mVHQZ6RsH1Fl9sce/ZE5eGBMTGJzB07Suw/os4IXLWuRGdFs+36NssY5VEbur0iH//9OuQ8eMtLd4OdjZrvxrfk+d7yCsH8/deYvugYmXn352qASTLx1r63OJV4CkcbR+b2mouH7e1TJGxUNnza9VNs1bYcjjvMgrAFFWBtyQhnqYqy8uJKtkduR61U82m3T7HX3PkDrbt/d15tIyfrzjkxh78j/raWmZXGichUhs/dz6Wb9d1WPt6BIc1EjsttMRpg/bMgmaDxKKjTxyLDZhRksPKivPQzrfG0EtuYCgpIWyUnFrvcjIAUkp6Yy6Vjcpi9MC9HUDIKpcL8HoVuj8SovxWRUNjY4DJqJACpf5QsEWCrtmV8g/EAzD8733LR547PyRsFcpLkYruCMlEqFTzfuy7fT2iJTqNk98VERv94kOg0C+xUrGJ8e/Jb/o74G7VSzZzuc0osqF0awc7BzGo7C4DvTn5HaGKotcwsE+EsVUEup17m06OfAvB8y+dp5F5y7kdZTGwwkYcbyMq+b+59k1MJpyxpYqWy4XQM438+RFJWAY18nVj7VGea1nSpbLOqB4fmQtwZ0LncKlthAVZcWEG2PpvaLrXpUrNLiW0yt27DmJKC2tMTxx49ilw7uS0SySQR0MiNGgGOFrPrfqVeO2/sXbRkpxdw/lBskWuuY8aAUknOoUPkX71WYv/x9cZjq7blfMp5DsYctIxRahtZrBIFnFoKV3dbZtz7nEFNfVj+aAdqOMqJ38O+38/pG2mVbZbFWHVxFb+e+RWQ827b+rS96zGG1R7GgKABGCUjr+15rVI2MAlnqYphMBl4Zc8r5Bvz6eTbiUkNJ93zWC+3fpnu/t0pMBXw3M7nyl91vJKRJInvd17m6d9Pkm8w0buBJyse64C3s1iyuSNSrsk7lkDeweTgWXb7OyTPkMdv534D5KiSUlHyx0phYrfL6NEo1LdyyrLT8gk/IC8nteofZBGb7ndUGqU5unRiaySmf+W7aHx9cejWDYC0mxIN/8VF58LIOnIEat7ZeZYzzL8ttJkhH69/DvT3X5TEGjTzd2HNU52o7+1IYmY+Y346yN9n427fsYoTnhzO/w79D4DHmz3O0NpD72kchULB2x3exs/Bj+isaD46/JElzbwjhLNUxdgXvY/LaZdx1jrzv87/K/XBcyeolCo+6fIJIc4hpOSl8O3Jby1oacWiN5p4bdVpPtsiF+6c1imYnya1xl4rErnvCEmSxScNufLOpeYTb9/nDll3ZR0peSn42PvQP7h/iW3yLl4k99hxUKlw+U9i96ntkZgMEj61nfGt42Ixu+53Gnb2RWevISMxl8sniu4UMid6/7UGU27JDsvkhpNRK9QciTvC2aSzljOs1zvg6Aup12DPZ5Yb9z7H72bid7e6NcjTm3hi6XF+2XO12m7SMUkmPjz8IQbJQO+A3jzZ7Mlyjedo48gnXT8BYOPVjcRlV6wzKZylKsZfl/4C5C2+d5IAdzvsNHa81V7OH1hxYQXnks+Ve8yKJivfwLSFR1lxTFbk/mBoI94Z0lAUwr0bzq2VdyqpbOSdSxYS6TSajCwMWwjID9/SdrakLV8BgGPPHmi8btXmy8vSc3aviCrdCxqtima9agJwfPP1IgV27Tt3RuPnhykjg4xNm0vs7+Pgw8CQgQCW3Qiic4KBN52k/d+IUih3gaNOw7wprZnUPhBJgg83hTN7/TmMpurnMK29vJbQxFDs1HbMajfLIsLAzWo0o7VXayQk1l5eawEr7xzhLFUhknKTzOJbw2oPs9i4bbzbMCB4ABISHx7+sFrVkkvIyGPMjwfZeykJW42KX6e0ZlKHoMo2q3qRnwl/ywmSdHpe3rlkIbZFbiMqMwpnrTMj6owosY1c4FX+YHMZVzSx+/TOKAz5Rjz8HQho5GYxux4UGneriUanIiUmu0iBXYVSictYWaMm9Y+Sl+IAHmkkywhsv76diPQIyxlWfxDU6QcmPWx6SWgv3QVqlZL3hzbizYENAFh4IIKnlp4gT199KjOk56cz58QcAJ5o9gSedpZZ8gcYXmc4AGsur6nQZ5lwlqoQG69uxCAZaOLRxCw6aSlebv0ydmo7TieernCP/F65FJ/J8LkHOBebgYeDDcsfa0/P+l637ygoyu5PIDMGXAKhy4sWG1aSJOafkSMSE+pPwE5Tsgho+saNmLKy0AQGYN+hg/l8QZ6B0zvlgrmt+geJkjT3gM5eQ5NufgAc3xxRZMnGZeQI0GjIO3OG3LNhJfav7VqbbjW7ISGZI4QWQaGAAZ+AWgfX9sBZC5RXeYBQKBTM7BrCt+NbYKNS8ndYHBN/PUxqdtUsMvtfvj/1PSl5KdRyrsXEhpZb8gfoHdAbe409N7JucDz+uEXHLgvhLFURJEkyL8FZMqpUiKedJ080ewKAr45/VeWTvQ9fTWbkDweITsslxMOe1U90Ejve7oX4c3DwpqbSwM9BY2uxoQ/FHiI8JRydSsf4+uNLbZd2cwu765ixKJS3PnLC9sSQn2PAxcuOEFEw955p1isAlUZJ/LUMoi+mmc+r3d1x6tsXKD3RG25JPay7so7EnETLGeYWDF1elo+3vAF5VfszpyoypJkvv01vi5NOzfHrqYz84QCRyVW7ptz5lPMsvyD/zb/R7o1Sl+bvFTuNHf2D5NzINZfXWHTsshDOUhXhTNIZrqRfQavSMiB4wO073AMTG06klnMtUvNT+e7kd1aZwxL8fTaWSfOPkJFnoFWgK6ue6EiAuyhdctcUJnVLRqg/GOr2tejwhXkuI+qMwFXnWmKb3DNnyTt3DoVGg/OI4ebzBr3RLELZsl+AEBItB3ZONjTs6API0aV/4zpOXopL37gJY1ZWif1berWkeY3m6E16loQvsaxxnZ4Ft1qQFQ87LSdV8SDRLsSdVU90xM/FlqtJ2Yz88QBhMVXT8TRJJj48JKd69A/qf08yAXdC4VLc1oitZBWU/HttaYSzVEUo9JD7BPbB0cY6OjMapYY32smlLVZcXEF4crhV5ikPy45E8uTSExQYTPRt6MXSGe1wtbepbLOqJ6F/QOQB0NhB//+z6NAXUi5wKPYQKoWKyY0ml9oubYX8DdOxXz/UrrccqvMH48jJKMDBVUvdtt4Wte1BpHlf2eG8cT6V+GsZ5vO2rVtjExKClJNDxoYNpfYvjC6tvLiSbH225QxTa28lex/5CWJPW27sB4g6Xo6sfrKjWVpg3E+HOHgl+fYdK5h1V9ZxKvEUtmpbXmr9ktXmaerRlBDnEPKMeRUmuiycpSpAriGXzdfkHSvDaw+/Tevy0danLf2D+pu3dVaVbamSJPHtjkvMWn0GkwTj2/rzw8Ot0GlUlW1a9SQ39ZaKcrdXwcWytdYWhS0CZOfez8GvxDbGrCzSN24CwHXsmFvn9SZzBKR5nwBUavExVF6c3G2p21bO5zu68ZYQpUKhMEs1pC5fUerfezf/bgQ5BZFZkGlOB7AYtXtBo+GyavzGl8BUfTaYVCW8nHSseLwDbYPdyMw3MGXBEf4+G3v7jhVEZkEmXx3/CpCTur3trfclSKFQmJ+Vf1228O9rKYhPqSrA9uvbydJn4efgR2vv1laf7+XWL2OrtiU0MZS90XutPt/tMJkk3l0Xxhfb5C3Gz/aszUfDmwhpgPLwz//kshMe9aD9UxYdOj473uzcT2k0pdR2GRs2IOXkYBMSgm3rW7/XYfuiyUrNx95FS6MuokSNpWg1MAiFUsH1s8nEXrm1TOMybBgKGxvyw8PJO3OmxL5KhdIsgFtY48+i9PsIbBzgxhE4ZeGlvgcIJ52GxdPa0q+RFwUGE08uPcHSw9cr2ywAloYvJSUvhSCnIHP1CGsyuNZgVAoVpxNPcyXtitXnE85SFaBwCW5Y7WHlEqG8U7zsvRhbT85l+Cn0p0qNLhUYTDy3/BSLD15HoYDZDzXixb71xM6o8hB7Go7d1M0Z9LlchsKC/H7+dwySgVZerWjs0bjENpIkkXpTW8llzGjz/6e+wMixzfKHe+uBQahF5NBiuHja0aCD/G3+8LpbDw+ViwuO/fsBkLq85HpxAENqDTEX2N0RWXIR3nvGyRe6vy4fb38PctMsO/4DhE6jYu7EVoxv649Jgjf/Oss3Oy5V6ud4tj7brOL/ZPMn0agsm9RdEh62HnSt2RWomERv4SxVMlGZURyJO4ICBUNr3ZsU/L0wpdEUtCotp5NOczDWQrWh7pLcAiOP/naM9aExaFQKvhnXgikdgyrFlvsGSYLNr8lLHo1GQHBXiw6frc9m5QW5YO6UhqVHlfLOnCE/PFwu7DpsmPn8mV03yM0owNFdR4ObSckCy9F6UDBKtYLoC2ncOJ9iPu96U3MpY9NmjJkl19WyVdsytr7cblHYIss/fNs9Lkc6c5Jhl2Vz6B40VEoFHw1vwrM9Zc20L7dd5MON4ZXmMC07v4yMggyCnILoG2jZjSRlUbgUt+7KOvQmvVXnEs5SJVOoedTBtwM+DhX38PCw9WB0XTmXoTKiSxl5eqbMP8KuC4noNErmTWnDkGZiSabcnF11K6m77wcWH/6vS3+Rqc8kyCmIbv7dSm2XuuKmYnf/fqhcXAAoyDVwYoscVWo7OFjkKlkBRzcdjbrIOWSH1t4qlWHbsiU2tWsh5eaSvn59qf3H1RuHjdKGM0lnOJlw0rLGqTQw4KaTdORnWdZCcM8oFApe7FuPdwY3BODXfdd4fdWZClf7ztHnsDhsMQCPNn0UlbLiosWda3bGXedOSl4Ke29YN6VEfFpVIkaTkbVXZGfJ2ondJfFI40ewUdpwIuEEx+KPVdi8yVn5TPjlEEciUnDUqVkyvR1d6wqdnXKTnwVb35aPu7wIzjUtOrzBZDBvLZ/UcFKpS8bGzEwyzIndY83nQ/+JIj9b1lUqTEYWWJ5W/QNR39Rdun5T1VuhUOA6Rk6yTysj0dvd1p0htYYAt5L4LUqtnrKMhWSEv18Tyt4WYFrnYD4b1RSlApYfi+LZZScpMFRcEv3KiytJzU/F39HfarI3paFRasy/r9ZO9BbOUiVyPvU8cdlx2Gvs6RHQo8Ln97TzNOtV/BT6U4XMGZuey5ifDnI2OgN3exv+eLQ9rYNEmQuLsPeLW0rdHZ6x+PDbI7cTnRWNq9aVh2o9VGq79PXrkXJzsaldC9uWLQHIy9Zzapusq9R2SDBKlfjosRb2zlqadJcd5cPrrpprxjkPHYpCqyX/wgXyQkNL7V8oBbEzaifXM6yQPNzvw1vK3uHrLD/+A8jo1v7MndgSjUrBxjOxzFx8jNwC65dHyTPkseDsAgBmNpmJWlnxhc0LP4v2R+8n35hvtXnEJ1YlcixOjua08mqFVqWtFBumN56OWqnmcNxhy4fd/0Nkcg6jfzzIlcRsfJ3lbbCNfJ2tOucDQ/IVOHhTaLT/x6DRWXR4SZLMofax9ceiU5c8viRJ5qK5rmPGmhO7T26NpCDPiLufA7VbWq5OlKBkWvYLRKNTkRSVxZWTsiq3ytkZp/6y8nFh8n1JhDiH0LVmVyQkc9KuRXENgk7Pycdb3oSCqq1IXV3o39iHeVPaYKtRsftiIlPmHyEzz7p5PKsurSI5Lxlfe18G1xps1blKo7ZLbTxsPdCb9JxJLHm3pyUQzlIlUljXprWX9eUCSsPHwcecWG7N6NKVxCzG/HSQG6m5BLnbsfKJjtSq4WC1+R44trwJxgJ5maPeQIsPfzLhJGeSzmCjtGFcvXGltss7fZr8CxdQaLU4D5W/8eVkFHB6ZxQA7R4KRiEkIayOzkFDs16yttaR9Vcx3YwuFRbXzdi8GWNGRqn9pzaaCsg5lal5qZY3sNPz4FQT0qPgwDeWH/8BpWvdGiyZ0RZHnZojESlMmneE9FzrOEwFxgKziv/0JtMtXtbkTlEoFLTyagVg1XSSaucszZ07l+DgYHQ6Ha1atWLv3tKTunbt2oVCoSj2On/+fJF2q1atomHDhmi1Who2bMhff1lf5MokmTiRcALA/B9dWUxvMh2VQsX+mP1W8cwvxGUy9qdDxGXkUcfTgRWPdcDPxXI1yh54Lm2Di5tBqYb+n8hFTC1MYf7KkFpDcLd1L7VdYcTCqX9/VM5y1PD45ggMBSY8g5wIauphcdsEJdO8dwBaOzWpcTlcPBIHgG2L5mjr1EHKyyN9XemJ3q29WtPArQF5xjxznS+LYmMH/f4nH+/7ClKrhlbQ/UCrQDd+n9EeFzsNp6LSmPDLIVKsUIB3zeU1JOQk4GnnaZV6pndDYcBBOEs3Wb58Oc8//zxvvvkmJ0+epEuXLgwYMIDIyMgy+124cIHY2Fjzq06dOuZrBw8eZOzYsUyaNInQ0FAmTZrEmDFjOHz4sFXv5VLqJdLz07FV29LAvYFV57od/o7+DA6RQ6g/nbZsdOlsdDrjfj5IUlY+DX2c+OPR9ng6WXaJ6IHGqIe/b+rXtHscatS1+BSRGZHsjNoJwOSGpZc2MWZkkLFJTuwujGCkxedwdnc0AO2Hhgj9rApEa6umZb9AAA6tuYo+33hT0bsw0Xt5qYneCoXCLDj6x/k/KDBaodp9w2EQ1AUMebDtbcuP/wDTpKYzfzzaHg8HG8JiMhj/8yESMy2Xz6M36vn1zK+AXCrHRlW5JakKnaXQhFD0RutE0qqVs/Tll18yffp0ZsyYQYMGDZgzZw7+/v788MMPZfbz9PTE29vb/FKpbm1tnDNnDn369GHWrFnUr1+fWbNm0atXL+bMmWPVeylcgmvh2aLSwpf/ZmbTmSgVSnbf2M3l1MsWGfNkZCrjfzlEao6eZjWdWTazPe4OlZObdd9y9FdIvgz2NeSyJlZgafhSJCQ6+3UmxCWk1Hbpa9ch5eWhrVsX2xbNAdi/6jImk0RgY3f8G4hE/oqmac+aOLrpyE7L5+TNBHvnoQ+h0OnIv3SJ3JOl5yn2DeqLp50nyXnJZsV2i6JQwIBPQKGEc2vh+gHLz/EAU9/biT8e7YCXk5YL8ZmM/fkgcel5Fhn774i/ic2OxV3nzsg6Iy0yZnkIcQnBRetCnjGPsOQwq8xRbZylgoICjh8/Tt++RQWv+vbty4EDZf+RtWjRAh8fH3r16sXOnTuLXDt48GCxMfv163fbMctLYbiwspfgCgl0CqSnf08Alp5fWu7xjl+X18sz8wy0CXJlyYx2ONtVvlN4X5GTArtuVnLv+RboLJ8sn1GQYd6SW1gOoyQkSTIXzXUZOwaFQkFUeAoRp5NQKBV0GlXb4rYJbo9ao6LjSPm9P7nlOlmpeaicnHAaKOe1pZWh6K1RahhffzwAv537zTpabF6NoNVU+fjv10XdOAtT+19pD1cTsxnz00Gi03LLNaYk3Ur8n9hgYqmbPSoSpUJp9bylauMsJSUlYTQa8fIqqs/i5eVFXFxciX18fHz4+eefWbVqFatXr6ZevXr06tWLPXv2mNvExcXd1ZgA+fn5ZGRkFHndDZIkVYnk7v/ycEO5ns/6K+tJy0u753GORaQwed4RsvINdAhxZ9G0tjjqhKNkcXZ9DHnp4NUYWpTuyJSH1RdXk2vIpbZLbTr4dCi1Xe7Jk+RfuozC1hbnhx7CZDSxb+UlAJp088PV294q9gluT62WNfCp7YxBb+LQmqvArcLGGZv/xpiWVmrf0XVHY6u25ULqBY7GHbWOgT3eBK0TxIZC6DLrzPEAE+huz/LH2hPgZkdkSg7jfj7IjdR734F4MuEk4SnhaFVaRtUdZUFLy0fhs7Tw2Wppqo2zVMh/cx4kSSo1D6JevXrMnDmTli1b0qFDB+bOncugQYP4/PPP73lMgI8//hhnZ2fzy9//7iq6X8u4RkpeClqVttTaWpVBS8+WNHBrQL4xnz8v/XlPYxy5lsLk+UfILjDSqbY786e2wc6m4rU37nsSzsPRefJx/4/BCqq5BpOB38//DshRpbL+JgojFE4DB6BydOTc/lhSYrLR2qlpMzjY4rYJ7hyFQkHn0XKe5oXDccRfy0DXtCna+vWRCgpIX7u21L7OWmezjo1VZAQA7D1uLSHvmC2LqwosSk1XO/54tD2B7nZEpeQy7udDRKXcm8NUKEw7OGQwrjpXS5pZLgqL0J9MOGn5QtBUI2fJw8MDlUpVLOKTkJBQLDJUFu3bt+fSpUvmn729ve96zFmzZpGenm5+RUVF3fH8cEtfqWmNppWeGPdvFAqFeallWfiyu661c/hqMlMXHCGnwEiXOh6y5oeNKJRqFba+Kasg1x9s8fpvhWyP3E5sdixuOjcGhQwqtZ0hNZWMzX8DsmJ3fq6Bw+vkCEbbIcHo7EVUsbLxDHSifnu5yO6+lRcBcB0nJ+Gn/lF6ojfISy0Au2/sto5IJUDbx8AtBLLi5d1xAovj62LLH4+2J8jdjhup9+Yw/bvI8sMNHraGmfdMHZc6OGocydZncyHlgsXHrzbOko2NDa1atWLbtm1Fzm/bto2OHTve8TgnT57Ex+dWDbYOHToUG3Pr1q1ljqnVanFyciryuhsK11Sr0hJcIf2C+uFh60FCbgLbIrbdvsNNDl1NZuqCo2ZH6ZfJrdGJivLW4dI2uLwdlBro877VpimMJIypN6ZM0dT0tWuRCgrQNmyArkkTjm2KIC9Lj6u3HY26+lnNPsHd0X5YLdQ2SuKuZnD5WAJOgwejsLOj4No1co6WvsQW7BxsFqlccm6JdYxT20Cfm7UMD3wLaWXvcBbcGz7OtvzxaAeCPeyJTpMdpsjkO3eYloUvwySZaO/TntquVSsPUaVU0dJLrhhgjbylauMsAbz44ov8+uuvzJ8/n/DwcF544QUiIyN5/PHHATniM3nyra3Nc+bMYc2aNVy6dImwsDBmzZrFqlWrePrpp81tnnvuObZu3conn3zC+fPn+eSTT9i+fTvPP/+8Ve7h3/lKVSW5+9/YqGwYW0/+xnmnSZ1HrqXwyIKj5OqNdKtbQzhK1sSohy1vyMftHgP3WlaZJjQxlNOJp9EoNebfh5L4r2J3emIup/+RI60dR9ZGJcqaVBnsXbS06i9LCRz46zKSjS3Og+SIYVoZit5wK7l/7ZW1pOenW8fA+oNkKQFjPmx71zpzCPB21vHHo+0Juekwjf/lziJMOfocVl9aDZS92aMysabeUrX6JBs7dixz5szh/fffp3nz5uzZs4dNmzYRGCh/AMTGxhbRXCooKODll1+madOmdOnShX379rFx40ZGjBhhbtOxY0f++OMPFixYQNOmTVm4cCHLly+nXbt2VrmHG5k3SMhJQK1U07RGU6vMUV5G1x2NRqnhbPJZQhNLryEF8q63qQuOkKs30rVuDX6a1Eo4Stbk2HxIugh27tD1FatNUxhVGhg8EA/b0oUkc44epeDaNZR2djgOGsT+Py9jMkoENHQjsHHp4pWCyqF57wAcXLVkpeRzYmukWQ8rc+tWDCkppfZr592Ouq51yTXksurSKusYp1DI+XcoIGw1RB6yzjwCvJyKOkwTfj1EzG12ya29spZMfSaBToF09utcQZbeHYUBiBPxJzBJlt1ZWa2cJYAnn3ySiIgI8vPzOX78OF273srXWLhwIbt27TL//Oqrr3L58mVyc3NJSUlh7969DBxYvBTEqFGjOH/+PAUFBYSHhxdxpixNocfbxKMJtuqqqWLtbutuzlEpTOYriZORqUyZLy+9da7twc/CUbIuuam3pAJ6vAG2LlaZJjYrlu3XtwO3/waZ9sfNxO7Bg7l+OYeI00koVQo6jaojBCirIGqbW1ICx/+OIM8jCF3jxkh6PellVC5QKBTmHJXfw3+/63zGO8a7CbS8uTqw5Q0hJWBFPJ10/D7zVtL3+F8OlarDZJJMLA2XJWUmNpiIUlE1XYcG7g2wU9uRUZDBpdRLt+9wF1TNO76PqWr6SqVR+MG4/fp24rKLyyicvpHG5Pm35AHE0lsFsPcL2WGqUR9aTrXaNMvOL8MoGWnn3Y56bvVKbWdISSHjZr6f/fDR7PlDThxu2S8QN18hFVBVqd3Kk8DG7pgMEruWXsD5pqJ36ooVSGU4JwNDBuKmcyM+J97sTFuFHm+CjQNEH5cjTAKr4e2sY9nM9vi72XI9OYcJvxwiIaO4w7Qveh/XM67jqHE01xKtiqiValp4tgAsvxQnnKUKpirqK5VEPbd6tPVui1Eysux8Ue2Ts9HpZsHJtkFuzJvaWux6szapEXD4Zimavv8DlXXkGHL0Ofx5UZaNKNTdKo30v/4CvR5dkyacCNeQk16As6ctrQYEWsU2gWVQKBR0HV8XtY2SmEtpxLi3Rmlvj/56JDlllHnSqrTmIspWS/QGcPSSC+0CbJ8NesuoTgtKxtfFlt9ntJeFK5OymfDr4WKlUQqX5UfWHYmdxq4yzLxjCgMRltZbEs5SBRKbFUt0VjQqhYrmns0r25zbUhhd+vPin+Qa5PXsi/GZTJp3mPRcPS0DXJj/iNBRqhC2zwZjAYR0h9q9rTbNv/MSutYsXZJAMpnMRXP1/SYQtkeu/9ZjYn3UIsJY5XFyt6XdQ3LpmkMbo9AOlktWpC77o8x+o+vJ+Yynk07fNp+xXHR4Chx9IT0Sjli2XqWgOP5udiyb2R5vJx2XE7J4+NfDpN4svns59TKHYg+hVCjNiu5VmUK9pePxxy2qOi+cpQqkMCzYwK0B9pqqv0zRtWZX/Bz8yCjI4O9rf3MtKZuJvx4213pbOK0tDlrhKFmdqKM3lyMUclTJSrlAd5OXkL1/P/rISHBy4ViUrEnWoKMPfvWqjkidoGya9qhJjQBH8nMMnHPuDkDmjh3o4+NL7eNh63Ern9Ga0SUbO+h1s7juni8gO9l6cwkACHC3Y9mj7fF0lGvJTVlwhMw8PcsvyHmJPfx74OvgW8lW3p7G7o3RqrSk5KVwLf2axcYVzlIFYl6C867aS3CFqJQqxtST8xl+O7eMib/IlavrezuyaFpbnEQJE+sjSbIAJUDziXICrJW4m7yE1N/lpdm4Ho+TGp+LraPGnDgsqB4oVUp6PFwfhVLBtYu5ZLQbCkYjaStWltmvMOK87fo2YrNirWdg03Hy73t+Ouz+xHrzCMwEe9izdEY7XO00nL6RztSFe1l3ZT0A4+qPq2Tr7gyNSkOzGs0Ay+YtCWepAqnKYpSlMaz2MDRKDZfSwonLv0RIDXt+m94OF7uqozx+XxO+DqIOg8YOer5p1akWn1sM3D4voeBGNFm7dpFt68n5LLnUT5cxdYVSdzWkRoAjzXrJ/4fhbr0xqLSkrViBpC99t1uRfMYLVqzlplRC3w/l42PzIOmy9eYSmKnj5chv09vhqFNzOm0XOYZsAhwDaedtHTkda2ANvSXhLFUQSblJXM+4jgJFtchXMmN0QJXbHAAXr2MsndGOGo6lqzkLLIih4JY4X8dnwMl6IfCLqRc5HHv4jvIS0pYvx4SCi22ewGSEgEbu1G7taTXbBNal7eBgHN11ZOcqudZwLIbERDJ3/FNmn0JJiT8v/kmO/t6Lst6WkG5Qpx+YDLBdCFVWFI39nFkwtQ1at5taV5kdMJgsl/9jbQpXb07En7DYmMJZqiAupsrbqgOdAnHWOleyNXdGRp6eyfMPkxwr/+IpHE5hpyuoZKseII7+CqnXwMELOj5r1akKc5V6B/QuMy/BVFBA2p9/cj2gL6lKTzQ6Fd3G1xWaStUYjVZFj4n1AYhyb0eSWyNSl5UdMepasyv+jv5kFmSy7so66xrY531QqOD8BojYb925BGbUdpEotLFIJg1hF+ry4opQjNXEYWro3hCA+Jx4iynOC2epgricKoeQa7tUj7yOPL2RGYuOcTY6AxdlbYIca1Ngymft5dIrlAssSG7qrTyNHm+A1sFqU6XkpbDhygbg9iKUmVu2kGpwIiJITvLtNq4uTh5VU1xVcOf4N3Sjac+aAITXf5i0E2HkXy592UupUJoL7C4NX2pxteQieNaHVlPk461vyXl8AqtTmNjd3qsXGoU960NjeGftWYvuMLMW9hp7/BzkupSX0yyzfCucpQqi8D+sqhUfLAm90cRTS09w5FoKjlo1i6e1Y1IjeWlmxcUV1v1gFMjs+wry0qBGA2hu3ereKy6soMBUQGP3xubEyNJI/H0lYQ2mIimU1GntSd123la1TVBxdBheCzdfe/Q2ToTXf5iU38uWERheeziOGkciMiLYF73PusZ1nwUae4g5AWGlK40LLENKXgpbIrYA8ELbqXw1tjkKBSw9HMnnWy9UsnV3RmFgwlJK3sJZqiDMzlIVjyyZTBKvrAxlx/kEtGol86a2obGfM4NDBmOvsed6xnUOx5YuXCewAGlRcOhH+bj3e1YToAQoMBaYv0E+3PDhMpfT8sLDOZ1Th1w7TxycNXSbUE8sv91HqDUq+k5vhFIJye5NOHcgDlN2dqnt7TR2jKgjl4YqFC20Gg6e0Ok5+XjHbDmfT2A11lxeg96kp5F7Ixp5NGJwU18+HCbvxP1+5xV+3nOlki28PYXPWhFZqkaYJJP5P6yOS51KtqZ0JEli9vow1pyKQa1U8MPDLWkb7AbIH4xDQoYAciRCYEV2fiRXXg/sDHX7WXWqLRFbSMpNwtPWk75Bfctse3bBNmJ9OgESvac3Rmsndr/db7j7OdBhRC0ALvoPJvKPzWW2H99gPEqFkkOxhyxei6sYHZ6S8/dSI+SC0gKrYJJM5s/4sfXGms9PaBfAa/3l3LaPNp1n+dHIEvtXFQpXcURkqRoRkxVDriEXjVKDv5N/ZZtTKl9tv8Sig9dRKOCLMc3oWd+ryPXCP5ydUTuJzy5duE5QDuLOQOjN5No+71tNgBJk57gwIjC+wXg0ytKdn4yoJI4nBwPQpKkWv7pCfPJ+pVnPALydczGpbNi734BBbyy1rZ+DH70CegFlF922CFoH6P66fLznU8izTOKuoCj7o/cTnRWNo40j/YP7F7n2RPdaPNZNVn6ftfoMm89YUWernBQGJi6nXbZInpVwliqAwqhSiHNImQ+kymTRgQi+2SF74O8PbczQ5n7F2tR2rU0rr1YYJSOrLq2qaBMfDLa9C0jQaATUtG6x5WPxxwhPCUen0jGqzqhS25mMJrZ8exSDxh6ngng6zuxgVbsElYtCqaDP0+3Q6LPJsPFk708Hy2xfuClgw5UNJOdaWWm7xWRwrwM5ybD/a+vO9YBSuCw/tNZQbNXFN2+83r8+49r4Y5LguT9OceBKUkWbeEcEOQehUqjIKMggMTex3OMJZ6kCqOrJ3RtOx/De+jAAXuxTl0ntSy+EWhhdWnVxFXpT6cJ1gnvgyk64sgOUmlulHqxIYVRpSK0huOhcSm13YPVlEjK0qAx5dOmoFLXfHgCc/D1o5SbnpZw7W8CFw3Gltm1eozmN3RtTYCpgxUUrL9Gr1NBntnx88HtIj7bufA8YMVkx7LmxB8BcveG/KBQKPhzehP6NvCkwmnh08XHORle9KJ9WpSXAKQC4tRu9PAhnqQIoXDOtisnd+y8n8cLyU0gSTO4QyDM9y7axd0Bv3HRuJOQmsCdqTwVZ+QBgMsG2d+TjNtPBLcSq00VmRLIrahcgJ3aXxsUjcYTuuAFAo+srCRg/2Kp2CaoOjab3J/C6nLO087dwEiMzS2ynUCjM0aXl55dTYLRy8nW9gRDQAQx5sOsj6871gPHnxT+RkGjn3Y5g5+BS26mUCuaMa067YDey8g1MXXCUyGQripPeI+YdcWnlz1sSzlIFUFWTu89Gp/Po4mPojRKDmvjw7pBGt93dpFFpGF57OID1v0U+SJz9E+JOg9YJur5i9emWhi9FQqKzX2dCnEt2zBKjMtn523kAAq//Td3eDVDaV/0C0ALLoKtfn8aeSbgnh2E0SGz+8Qy5WSU7Qn2C+uBl50VyXjKbrm2yrmEKBfT5QD4+9TvEn7PufA8IepOevy7LsgylRZX+jU6j4pcprWng40RSVj6T5h8mMTPf2mbeFf/OWyovwlmyMnqT3lz5uCotw0UkZTN1wRGyC4x0rOXOl2OboVLeWTLxyLojUaDgQMwBojKjrGzpA4AhH/65+eHf+Xmw97DqdBkFGeYPxdJEKPOy9Gz+8QwGvQm35DBCrm/CdeJEq9olqHq4T5lEw/AF2OYnk5mSx9ZfwzAZi+usaZQac5mc3879Zn3hQv820HAoSCZRBsVC7IraRVJuEu46d3oE9LijPk46DYseaUNNV1uuJ+fwyMIjZOUbrGvoXVD4zBXLcNWAqIwo9CY9dmo7fOx9KtscABIz85k8/whJWQU09HHip0mt0KrvPA/F39Gfjr4dATlsKygnR+dBWiQ4+kC7J6w+3eqLq8k15FLbpTYdfIona5uMJrb8epbM5Dzslbk0Cl+AU5/e2NQsnvQvuL9x6NYNO98aNDn9A2qliRvnUzm05mqJbUfVHYWt2paLqRc5EnfE+sb1elcug3JpK0RYWRTzAWDlhZUAjKgz4q42Ink66fhtejvc7W04G53B478dp8BQNYSLC5fhrqRfKbeYsnCWrMzFNLkmXG2X2igVlf92Z+cbmL7oKJEpOQS42bFwWhscdXe/Q290vdHATfEyo0j0vmfy0mHPZ/Jx91lgY2fV6QwmA7+f/x2Qo0olLbse/OsKN86notYoaXziWzSGXNymTLaqXYKqiUKlwu3hh3HIjqVxvFwS5+S2SC4eKZ7w7ax15qFaDwEVIFIJ4F4LWk2Vj7e9K8qglIPIjEgOxh5EgYKRdUfedf9gD3sWPNIGOxsV+y4n8fqq01WiLIq/oz82ShtyDblEZ5VvM0DlP73vc8w14arAEpzBaOLp309w+kY6rnYaFk1ri6ej7p7G6lazG562nqTkpbAjcoeFLX2AOPAt5KaAR11obv1lru2R24nNjsVN58agkEHFrof+E8Wp7fLSahvfG9inXUfXuDG2LVpY3TZB1cR5xAiUDg64hW2hcUPZud6xKJwb51OKtX24gbxZYPeN3USkR1jfuG6vgcYOoo/JhXYF98Sfl+QVgk5+ncw11e6WpjVdmDuxJSqlgtUno6tEWRS1Uk0tF1lktbxLccJZsjJVpcyJJEm8vfYsOy8kmsuYBHvce7KuWqlmRF251IFI9L5HMuPk7c8gLylYsaxJIYXf+MfUG4NWpS1y7dKxePatlHeNtBsciOOmnwFwmzJZlDV5gFE52OMyUo42BIX+Tq2WnpiMEpt+PENiVNEdckHOQXSr2Q2oAJFKAEcvWdkbYPtsMFadfJnqQoGxgDWX1gAwpu7tE7vLons9Tz4ecassypJD18trXrmxVNkT4SxZGfNOONfK3Qn37T+XWXYkCqUCvh3fgpYB5VdgHllnJEqFkqNxR7maXnIew72Se+YMSb/8QtyHH3HjueeJGD+By716c3XYcJLnL8CQUvxbbbVj9yegz4GabaF+8SiPpQlNDOV04mk0Sk2RMgYANy6ksn3hOZCgSTc/apvOYUhMRF2jBk79rFtyRVD1cZ30MCiV5OzfR5cuNvjWcUGfZ2TDt6FkJOUWaVu4aWDdlXWk51eA/k7HZ8HWDZIvwakKcNCsTEFEBAlffMnlvv240q8/1ydNJvqll4n/5FOSFy6kIMqym2p2RO4gNT8VTztPutTsUu7xxrT254XedQF4Z+1Ztp2r3GoP5rIn5ZQPEM6SFckz5BGZIdfPqczI0spjUXy5Tc6dmj20MX0bWaZSvLe9N139ugKWS/Q25ecT/3+fEDF6DIlffEnqb7+RuWULuSdPoo+OJv/8eRI+/ZRL3bpz47nnydq7F8lYejmGKkvSZTi+SD7uM9uqZU0KKYwqDQweiIftrR13STey2PzDaUwGiVotatBpTB1SFy8GwHXiBBQ2Nla3TVC1salZE8dePQHIWLaUgU80wd3PnpyMAtZ/G0pe1q28xbbebanrWpdcQy4rL660vnE6J+j2qny882MoqHp6P7fDlJdH+vr1XJ88hSv9B5D8yy/oIyMpuH6dnKNHydi4kZQFC0j4v0+4OuQhUpYutVhOUGEduFF1RqFWWia6/Wyv2maV72eWneBEZKpFxr0XRGSpGnA1/SoSEq5aV9x17pViw75LScxafQaQ6/qUpc59LxQmeq+7so48Q165xso7d46IUaNIWbgQAIeePXGfOROvN9/E7+uvCfz9d7zfn42uSRPQ68ncsoWomY9yddBg8s5VM62Vf94HyQh1B0BgR6tPdyPzBtuubwOKygVkJOey4dtTFOQZ8a3jQu9pDckPPUXe2bMotFpcxpQvLC+4f3CbLCf5p69diyo/i8FPN8fBTUtafA4bvg9FXyB/aVEoFExuKLddFr6sYjaAtJ4GLgGQFQeHf7D+fBYkc/t2LnfvQcwrr5Jz5AgoFNh37YLfnDkE/rYY3y8+x/O113B75BFsW7RAyssj/oP/ETVjJvr48kVtrqZf5Vj8MZQKJcPrDLfQHcm/A/8b1pge9WqQpzcxY9ExridnW2z8u6FQa+la+rVyVZ0QzpIV+XeZk8rI+bgQl8kTS45jMEkMbe7LK33rWXyOTr6d8LH3IT0/3fwwvlsko5Gkn37m2thx5F+6jMrDg5o//oD/3O/xfOlF3CY9jFO/vti1bIHrmDEEr1xB8No1uE6ahNLZmYKICCLGjSdtVTWpV3fjGJxbCwol9HqnQqZcGr4Uk2Sig08H6rnJvwdZqXmsm3OK7PQC3HztGfB4E9QaFSkL5YiX80NDULu5VYh9gqqPbevWaBs2QMrPJ235chxctQx5pjlaOzXx1zLYNPe02WEaGDyQGrY1SMhNYHPEZusbp9ZCz5slgvbNgZyqv0wvGQwkfP45N55+BmNaGmpfHzyeeZra/+wg4OefcerfD7s2bXAeNAj3R6bi9dqrBC5dgtebb6LQasnev5+rDw0lY9O9i4AWygV0q9kNb3vLrDgUolYp+X5iS5r4OZOSXcAjC4+SlmNldfcS8Lb3xl5jj8Fk4Hr6vedQCWfJiph3wlXCElxCRh6PLDhCZr6BtkFufDqqKco7FJ28G1RKFaPqykVYC8O5d4Ok1xM181ESv/oK9Hoc+/YlZP06HLt3L7Ofrl49vN98g9pbt+DQrRtSQQGxb75F7NtvY8qvWiqyRZAk2P6efNxsAng1tPqU6fnp5sLHUxtNBSAzJY+/vjxJemIuju46hjzTDJ29hvyrV8ncJju9hZEEgQDkaIH7lCkApCz+DVNuLm4+9gx6qhlqrYob51PNDpNGpWFCgwkALApbVDHbyBuPAq8mkJ8Be7+w/nzlwJCUROS06ST/Og8At6lTqb1lCzWeegqNT+l6fAqlErdJDxP812p0jRphSk8n+sWXiP+/T+7ahjxDHuuurANgdN3R93Yjt8HORs28Ka3xc7HlamI2j/52nHxDxaZNKBQKiyzFCWfJihQmlFW0s5RTYGD6omPEpOcR4mHPz5PvTnTybhleezhqhZpTiae4kHJ320UTv/2O7AMHUNrZ4fvJ/+H39RzUrneefK5ydqbmD3Op8dyzoFCQtvJPro+fQMGNKlpg8/IOiNgLKi30mFUhU/558U9yDbnUca1DB98OZKbksebLE2Qk5uLkoWP4Sy1xcJUlJJJ/nQeShEPPnmjrVK3yPILKx2ngQDS+vhhTUkhbtRoAn1rODHmmGZqbDtPG70PR5xsZXXe0WaTyYOxB6xunVELv9+TjIz9DWtWsLpBz4gTXho8g58gRlHZ2+M35Cq/XX0OhuXO9O21ICEF/LMPjySdBoSBl4UIy/v77ruzYErGFjIIM/Bz8zCLD1sDTScf8qW1w1Ko5ci2F11edqXANJkvUiBPOkhWpjJ1wRpPEs8tOciY6HTd7GxY80gYXO+sm6Nawq2GWx7+bhM7sgwdJ/uUXAHw++gjnoUPvablSoVTi8cQT+P/yCyoXF3PuU96Fytf5KILJdCuq1HYmONe0+pR6o57fw2URyikNp5CZnMdfX5wgIykPpxq2DHuxJY5usqOkj4khfZ38TdPj0ZlWt01Q/VBoNLjNmA5A8vx5SHo5B8S3tgtDnm2ORqci+kIaG74LxQ4Hcx3JxWGLK8bA2r0gqAsYC2DXxxUz512QsXUr1ydPwZCYiE2tWgT9uRKn/v3vaSyFRkONZ5/BfcYMAGLffueuviSaE7vrjkKltN6XaYB63o7MfbglaqWCv05G89X28he2vRsKn8Hl0VoSzpKVyCzIJC5bVrktFMWqCD7YcI7t4QnYqJX8MrkVge4VU/i0sPDi+ivrydbfPpHPkJxM9KuvgiThMmYMTv3Lvz3doXMnglevQtewIca0NCKnTSf/2rVyj2sxwlZD/Bm5WG6Xlypkys0Rm0nITaCGbQ06O/ZkzZcnyUzOw7mGLcNfbGF2lACS5y8AgwG79u2xbd68QuwTVD9cRoxA5eGBISaW9A0bzed9ajnz0LPNsdGpiLmUxvpvTzGu1gSUCiX7Y/ZzMfWi9Y1TKG5Fl0KXQUK49ee8Q7L27CH6pZfBYMCxXz+CVyxHG1JyEeu7ocazz2DbrBmmzExiXn7Z7MCWRXhyOKeTTqNWqs0OrbXpUqcGHw5vDMA3Oy7x5/EbFTIvWGZHnHCWrMSVtCsAeNl54WTjVCFzLj4YwcIDEQB8NaY5rQIrLjm3nXc7gpyCyDHksPHqxjLbSiYTMbNmYUxMQlunNl6zXreYHRpfXwIWzEfboAHG5GQiH5lWNZbkDAW3iuV2eg7srP9/I0kSC8MWAjDOYyrrvwwlMyUPZ085olS49Aay85r2pyz/IKJKgrJQ6nTm8jfJv/yCZLpVc8s7xJkhz8kOU+zldI79kkBfzwFABUaXaraGBkPkIrs7PqiYOW9D9pEj3HjmWdDrcRo4AL8vv0Bpb5kvsgqNBt8vPkfp4EDuqVMkfvf9bfssv7AcgD4BfXC3rbid2mPbBPBkdzl4MGv1aQ5fTa6QeQudpajMKHINubdpXTLCWbIS5nylCipzsvtiIrPXy9vnX+lXj0FNK7Zor0KhMEeXll9YXuaadMqixWTv2YtCq8X3iy9Q2tpa1BaVszMB837FJiQEQ1wckdOmoY9PsOgcd82JRZAaAQ5e0N76xXIBDsYe5FLqJUIym8DaALLTC3D1sWf4iy1xcC2q3p2y+DekvDx0TZpg16F4cV2B4N+4jh+P0tGRgqtXydy+vcg172BnHnq+BTp7DQnXM6m3uz/OuZ5svLaRhJwK+jvs+ba82/TCRog8XDFzlkJuaCg3Hn8CKT8fh+7d8f3kExQqyy572dSsic8H7wOQ/PPPZB86VGrbzIJMNl2Td9CNrT+21HbW4uW+9RjUxAe9UeKxJceJSLK+pIC7rTtuOjckpHsWUBbOkpUoXBut61LX6nNdis/k6aUnMJokRrasafbcK5qHaj2ETqXjYupFQhNDS2yTezaMhC+/BMBr1uvo6lrn/VG7uRGwYD6amjXRR0YSOX0ahtRKEkbLz5LVukEWz7OpmKXRRWGLqJfQlj5h09Dnm/Cr68LIV1pi71LUUTJmZpK6dCkA7o/OFKVNBLdF5eCA60R5t1vyTz8X+3LkFeTEyFdb4eShIz/VxKiwl/BI82fZ+WUVY2CNerdqLW5/r9KK7OZduEDko49hysnBrn17/L6ec1eJ3HeD04ABuIweBZJE9CuvYEguOWqz7so6cg251HapTUvPllaxpSyUSgWfj25Gs5rOpOXombboKOk51tfiMi/F3WPeUrVzlubOnUtwcDA6nY5WrVqxd+/eUtuuXr2aPn36UKNGDZycnOjQoQNbtmwp0mbhwoUoFIpir7y88gks/ltjyZokZ+UzbdFRs0TARyMaV9rDzlnrTP9gOVnxjwt/FLsuGQzEvPyyWSLAZax1v9VovLwIWLgAtZcXBZevEDV9BqbsShBGOzQXshPBLQRaTqmQKc8nnyf/sCM9rkxEISmp08brpiZO8Q/q1GV/YMrKwqZWLRx79aoQ+wTVH7fJk1HodOSFhZG9/0Cx6y5edox8tTWeQU5o9DoGn3uKg/vOkqOvIIXt7rNArYPIA3Bpa8XM+S8KIiOJnDYdU3o6ti1a4P/9dyi12tt3LAdeb7yBTa1aGBOTiHu/+BKkJEnmxO4x9cZU2rPC1kbFL5Nb4+Os42piNk/9fgK90XT7juWgvHlL1cpZWr58Oc8//zxvvvkmJ0+epEuXLgwYMIDIyMgS2+/Zs4c+ffqwadMmjh8/To8ePRgyZAgnT54s0s7JyYnY2NgiL51OV+KYd4IkSVxKtb5sQL7ByGO/HScqJZcANzt+nGRdiYA7obDm2NaIraTkFRWGy9i0iYKICFRubvh88H6F/KHa1KxJwIL5qNzcyDt3jpjXXy+SY2F1spNh/zfycc+3QGWdb5X/xlBgZP28Y7S5MRCAlv0C6fNIQ1Sa4n/uptxcs2K6x6MzUSir1UeCoBJRu7nhMkbW50n++ecS29g52TDshRYENnFHLWnofG4sy/7YWjFbx539oO2j8vH22fJu1ArCmJVF1JNPYkxORtuwAf4//WixHKWyUNra4vfF56BQkLllC/mXiu46OxZ/jKvpV7FV2zIkZIjV7SkLTycdv05pjZ2Nin2Xk3hvXZhVfy8Kd8Tdq3xAtfpk/PLLL5k+fTozZsygQYMGzJkzB39/f374oWR5+zlz5vDqq6/Spk0b6tSpw0cffUSdOnVYv359kXYKhQJvb+8ir/KQkpdCan4qChSEOJd/t0NJSJLErNVnOHY9FUedmvlTW+NmX/k1vBp7NKahe0P0Jj1rLq8xn5dMJpJ+LqxiPwWVs3OF2aQNCaHm99+h0GjI3LadpDtIgLQYe7+AgkzwbgoNrb/rJCMpl+WfHsbuqi8mTNQaYk+H4bVQlCJImrZqNcaUFDS+vjgNHGh1+wT3F+6PPAIaDTlHjpDzny+hhWi0KgY+0RRd01wUKMnb78Smn05TkGuwvoGdXwCtMySEwZkKqFOHXJEg5uVXKLh8BbWnJ/4//ojKqWI2+QDo6tfHsU8fAJL+n737Dm+qegM4/r3Z3ZMuKHvvJVsFZTpARRFBFEUURUARBy4QFcStICqKojLECSoIP0BZsvcus5RSSil0j8z7++M2gUJbkjZp2nI+z5PHNL2599TQ5s0573nfgtIsdvZZpdvr3o6/zr/cxlScZjFBfDK4DZIE87ck8O1/8R671nWzDGcymdixYwe9e/cu9Hjv3r3ZuPHqKeCi2Gw2srKyCL2ihUN2dja1atWiRo0a3HHHHVfNPLnqdJZSDC3aLxqDpvQzVCX5ct0Jftt5BrVKYtbQttSPCPDIdUrDPrv0c9zP2GTl01z2v/9iOnYclb8/IUMeKPcx+bZpQ9QUJQEyddYslwu4lUp6Amwr+GPVc7JSNM+DTh24wE/TtpGemE+eJptjXf+h7+0diz3elp/vqHMVOuJRj+VSCFWXNjqaoP7KDEXqjJnFHqdSSQwZeQvbG/6FVbIQv/sCP7+znYtJHl4W9w2FbuOU+/++BRbPV/c//8mnZK9Zg6TTUeOzmWgjIjx+zSuFPa7MqGUuXYYpUdmin5qXyqoEJRnf/je6IujVNJKX+zUB4K2lB1l75LxHrlM7sDYA53LPlaqPaaUJllJTU7FarURGRhZ6PDIykuTkZKfO8cEHH5CTk8Ogy5qDNm7cmLlz5/LHH3+wcOFCDAYDXbt25ejR4qfqjEYjmZmZhW6XS8xW/nFWD6ju7I/nktWHzjF9+WEAJt3ZlBsbVPPIdUqrb+2+BGgDSMxOZGPSRmRZJvVLZVYp5IEHUAd4J7ALvvsuQocPByBp4svkH/JwDZY17yjF8ercBPVu8dhlZJvMtqUn+WvmHow5FlL9T/Nry/cZdMvtJT4vbf4CLOfOoYmOJvjeez02PqFqCx81CrRacjZuLHEXlo/Why49m7Ck2afkG7JIP5fLz9O3c3R72ZrBXlPHJ8E/SvnwsmOuRy+V8ddSx5Jk9Ntv4dOihUevVxyf5s3w69oVrFYufvMNAL8d/Q2LzULLai1pHNrYK+MqzmM31uG+djWwyfD0gp0cP5/t9msE6YPw1fgCcDbnrMvPrzTBkt2VeS6yLDuV+7Jw4UImT57MokWLiLgs0u/UqRMPPvggrVq14sYbb+Snn36iYcOGzJgxo9hzTZs2jaCgIMctNja20PeTspMAiPGLceVHc8qRc1mM+3E3sgxDOtZkWKdabr9GWflqfelfvz+glBHI3bKF/L17kfR6R30Wb4mY8Bx+3boh5+VxevToYneMlFnKIaUoHsCtk5VieR6Qk2Hkr8/2sPXPkyADTdP5rdlH1IiOLLGFgTUz07EsWm3MGI8nngpVly42lpCCD6ApH35UYt7JoEaDyA45z4/N38GvtoTFaOV/Xx9g3cI4RxNe9w/QV9mFCrD2XTBmeeQyefsPcPaVVwAIG/kYQXd6NyfIPruU/suvGM+d45cjSh21ijSrZCdJEm/d3Zx2tULIyrcw8rvtbt8hJ0mSYwLjTLbrtfcqTbAUHh6OWq2+ahYpJSXlqtmmKy1atIgRI0bw008/0bNnzxKPValU3HDDDSXOLE2cOJGMjAzH7fTpwj2I7C+Eu2eW0nJMPPbddrKNFjrWCeWN/s0q7DZve82ldYnrSJqlBJ7BAweiCQ/35rCQNBqqf/gButq1sSSdJXHsOGSTBzphr35TKYrXpD/UaOf+8wPHd6Xw45StJBy4iFqrotvQuvwY8RE2lZVHmz9a4r+NC3O+wZaRga5+PYIG9PfI+ITrR/iTo5B8fcnfu9fRiLkoQfogBjUaRL42m39bfEfbPjUB2Lf2DD+9vY2UU5nFPrdM2j6k7EbNTYVNs9x+esv58ySOHq3UUrr5Zqo984zbr+Eq3w434NO6NbLJxN5ZUzmbc5YgfRB9ape9W4In6DVqvniwHTFBBk6k5vD0wp1Y3LxDrrp/QbCUVYWDJZ1OR7t27Vh5xS/iypUr6dKl+E/QCxcuZPjw4SxYsIDbby95WQKUmardu3cTXULnZ71eT2BgYKHb5ewvRA1/9/X+MlttPDl/BwkXc4kN9eHzB9uhVVfcl69uUF06Rnekzhkrlq07Qa0m9NFHvT0sANSBgdSYNQtVQAB5O3Zw7t333HuBhC1KMTxJpRTHczNjnoXVcw+y/Mv95OeYCY/1Z9DEG9gf/h/pxnRq+NegV61exT7fnJLCxe+VasoRzz7r9gJ5wvVHEx5O2HClLMb5jz5GthSfvD2s6TC0Ki07U3dg6JrFnWNb4RekI/1cLr9O38G2pSexuXsbuVqr7EYF2DgDclLddmrZbObMs+OxnDuHrm5dYt5/r0L8TkmS5Jhd0i5ejW++zD3170GvrrizyNUC9Hz1cHt8tGrWH03l7WXuTZWwvydX6ZklgPHjx/P111/zzTffcOjQIZ599lkSEhIYNWoUoMz4PPTQpWWehQsX8tBDD/HBBx/QqVMnkpOTSU5OJiMjw3HMG2+8wYoVKzhx4gS7d+9mxIgR7N6923HO0nDkLPm7b2bpjT8PsPnERfx0ar5+6IYKsfPtWoY2Hspdm5Q/en639UVXwzM5XKWhr1uHmHeVQpFp8+YV6nFVJrJ8qVlumwehmnuLbp6JS2PRm1s5vDkZSYJ2fWtx74vtCYjS8d2B7wB4pPkjaFSaYs+R+vnnyHl5+LRqhf8tnsulEq4voY88gjo4GNPJk2QsXlzscRG+EfSvp8xmfrPvG2o2DWPw6x2p1zYCm01m658n+e39naQluzn5u+ndEN1K2Z26/gO3nTblw4/I3b4dlZ8fNT6b6bWczKL4d78Z6tZCb7TSdycMbjzY20O6pmYxQXw4qBUA3/4Xz6JtRZcGKo0YfyU1xv4e7YpKFSzdf//9fPzxx0yZMoXWrVuzbt06li1bRq1aSt7O2bNnC9Vc+vLLL7FYLIwePZro6GjHbdy4cY5j0tPTefzxx2nSpAm9e/fmzJkzrFu3jg4dOpRqjBabxdFA113B0oItCczbnIAkwceD29AoquL8Mpako7E6HY8o+Qt7+tTx8miuFtCjB2GjngDg7GuvkX/EDY0+j65UiuCp9XCz+3re5WWbWP3dQRZ/tIusi/kEhhu4+7m2dLqrHmqNiuUnl3M25yxhhjAG1B9Q7HlMp06R/rOSu1DtufEVdhlXqHzUAQGEPaH8Pp2f+Rm2Egr7Dm82HAmJNYlrOJp2FIOflj4jm9HzkabofDScO5nJj29tZeufJ7CY3ZTLpFLBrZOU+9u+VhK+yyhz+QoufvstANHTpqKvU7H+zkkqFVt6Ku9DA3aoiFKHeHlEzunXIppneip1kV5dvJ8dpy5e4xnOsb8n2/OKXVGpgiWAp556ivj4eIxGIzt27OCmm25yfG/u3LmsWbPG8fWaNWuQZfmq29yCInwAH330EadOncJoNJKSksKKFSvoXIbeWCm5KVhlK1qVlmq+Zd+ltj3+IpP+2A/Ac70a0qtpyflZFUn6HOWPyNaGEt/krCqfQnQuqjZmDH5duiDn5XFm7Dis2WXYhWGzweo3lPsdH1eK4pWRLMsc2pjEgklbOLwpGSRodlN17n+1A9H1g5XLyja+2a/seHmw6YMlTrOf/3QGWCz43XQjfqX8QCAIxQkZ8gCa6GgsycmkzV9Q7HG1g2rTs5aSP/rtfuXvhCRJNOoYxeDXOlCzWRg2i8y2pfH8+OZWEg+7582Sercou1OtJmW3ahkYT5zg7MsvA0rpjcArytpUBBnGDL6otpfkYPDJNjs+KFUG425tQL/mUZitMqPm7SQ5o2xdNeCynKWqvgxXGdhfhBj/GFRS2f73JmfkM2reTsxWmdtaRDG6R/k05XUHS1oaGX/9BcDf3Xw4ln6MbcnbvDyqq0lqNTEfvI8mOhpTfDxnJ75c+qBu/y9wbr9SBK/b+DKP7UJSNos/3MU/3x8mP8dMWHV/Bj7fju5DGqEzXFpmW5+4nmPpx/DT+jkS64uSf/AgmUuV5caIZ58t8/gE4UoqvZ5qTz8NQOrs2Vgzi0/YfrS5ksP498m/C33SDwg1cMfTLekzsjm+QToyUvJY8vFuVn57gNzMMm7GkCRldyoou1VTSpcTY8vJIXHMWKXnW4cOFfb3afGxxeTY8tnSQym0fHH+vAr5obUokqT0kGsUGcD5LCNPzNtBfhlnGWsEKDlL6cZ0csyuLfOKYMnNErPck6+Ub7byxLwdpGYbaRwVwHv3tqpUSyZZ/1sJFgv6xo1pfpNSuXrB4eI/aXqTJiSEGgUNLrNWrnTUJXGJxQT/vKXc7zpWKYZXSrmZJtbMP8yiN7eSdDQdjU5Fl3vqc9/L7YmqW7jyuSzLfLVPKSw5qNEgAnVFVwqWZZmU998HIPCOOzA0aVLq8QlCSYLuGoCufj1sGRmkfvllscc1D29Ox+iOWGQLcw/MLfQ9SZKo3y6CIZM70aJ7DZDgyJZzzHttE9uXxZetzECNdsouVdkGq6e4/HRZlkl69VVMx5UK3dU//ABJU3yOoLdYbVZH4+JGDzyOZDBgPpVA/oGDXh6Z8/z0GmY/1I4gHy17Tqfz+pL9ZQr2/LR+BOuDgUvv1c4SwZKbOcoGlCFYkmWZVxfvZ8/pdIJ8tMwe1h4/fcX7ZSyJfQYj8PbbeKCxUrH739P/lmr6szz4tGxJZEGNlJQPPiyxuF6RdsyF9FPgHwmdnizVGMwmK9uXxTPvtU0cWJ+ELEPd1tV4YFJH2vSuibqI3Y9bkrew5/wedCodw5oMK/bcmUuXkbNxE5JOR7VxY0s1PkFwhqRWE/HccwBc/O77EnMBH2vxGAC/HvmV87lXV27W+2i4aXBD7n2xPRG1AjAbrWz54wTzX9/M4U1nkW2lfOO89XWQ1BC3TNm96oKLc78j6+/loNFQ/eOPvV4OpThrE9dyJvsMQfog+jW9G/8e3YFLf5sri1phfsx4oA0qCX7ansgPm0+V6Xz2JG9X34tEsORmjoKU/qUvSPn9plP8siMRlQSfDWlLzTBfdw2vXJjPpZC7TVlyC+x3G/WC69E5ujM22caiw4u8PLriBd8/iKC77wabjTPPjsd8xslfJmM2rHtXuX/zC6BzrWGm1Wrj4H9JzH99M1v+OIHZaCWiVgB3P9eWfqNaEBjmU+xzv9jzBQD3Nry32Bw5a0YG56ZNA5R6OLoriqgKgrsF9OiBf89bwWIhedLkYptXd4zqSOtqrTHZTHx74NtizxdZO5B7X2xP7xHNCAg1kJNuZPV3h/hp2jZO7b/g+mxDeANoM1S5v2qysovVCTmbNztmaCNffBHftm1cu245WnBImcm/t8G9GDQGggpK52T+/Xf5NhN3g5saVuOlfkrV8Sl/HmTzidIXEy5tkrcIltzMHq2WtsbSlhMXmPKXMk368m1N6NagYn5qKUnW8r9BlvFp3dpRLmBoE+UP0y9HfyHXnOvN4RVLkiSiJr2OoVkzrGlpSk5CCTt6HDZ9BjnnlaJ3bR92+nr2IGnBpM38+8NhctKNBIQa6D2iGfe+2J6YBsElPn9b8jZ2nNuBVqXlkeaPFHtcyocfYb1wAV29eoSOGOH0+AShLKJeeQWVry95u3YVm1gsSRJPtlJmYn+O+5nUvOLrH0kqiQY3RDLkjY50vqceOh8Nqaez+WvmHn6ZvsP1oKn7RNAYlN2rR/93zcPNZ85w5tnxYLUSNGAAIQ8Odf5a5exo2lG2JG9BLakdFbv9broJVUAAluRk8nbu9PIIXTfyxroMaB2DxSYzev5OktLzSnWe0tZaEsGSm5WlxlJyRj6jF+zCapMZ0DqGEd0q1jZUZ2UsWwZA4GVFQG+scSOxAbFkmbJYerLiTgOrDAZqzPgUdUgI+QcPKp+KS/oDnJMKGz9V7t/yqlL87houn0n694fDZKbm4xOgpeu99RnyRkca3BCJpLp2fpp9VumeBvcQ5RdV5DG5O3eRvkiZzYuePAmVruLX5xKqBm10tGPJN+WDD7CkFh0IdY7pTMvwluRb8x21wkqi0app27sWD77ZidY9Y9FoVaTEZypB0zvbid+X6lzQFBgDHZVSB6x6A2zF50HZ8vNJHDMWa1oahqZNiXpjcoXOIbXnh95S8xai/ZUCyyqdjoCCDhYZlWwpDpTA+p17WtI0OpALOSaeLGXCt/292dVaSyJYciOT1eRYd3e11YnRYuXJ+ZcSut+5p2WF/mUsjun0afL37AWVisC+l8rqqySVI3dpwaEFFXpHhjYmhuoffQRqNRlLlpA2b37xB697H0zZSrG7pneXeF5jrpmd/zvFvFc38e8Ph8m6kI9PoI6u99Zn2NtdaN2zJhqtc5V/d5zbwdbkrWhUGkY0L3q2SDabSZ6k1JUJuucefG+4walzC4K7hAwdiqFpU2yZmZx7Z3qRx0iSxBOtlKBlUdwiLuY7VybAx19H13sbKL87vWqi0alIOZXF0s/2suitbRzedBar5RrLTd2eBUMQpByAfT8XeYgsyyRPmkz+wYOog4OpMeNTVAaDU2P0hgxjBn8dV3Yi22f07ewfYLOWryixynpF5aNT8+WwgoTvxAze+POAy+cQOUsVwNnss8jI+Gh8CNG7Vvzrzb8OsishnUCDhi+HtcNH5/1y+aWRuexvAHw7dkBTrXAOzV3178JX48ux9GNsTNrojeE5za9TRyKenwDAuenTHTlYhaSdgu1zlPs9JytF74qQmZrH+p+O8N3EjWz67TjZaUZ8A3V0u68Bw97qTOueNdG6+Hp/uUfZZXRX/bscnxyvdGHuXIxHj6IOCXH8LIJQniSNhqg33gCVisy//iL7v/+KPO7G6jfSLKwZeZY8vj/wvUvX8A3U0XVgfYa91YU2vWqi0au5cCab1d8d4vtXNrL973jyc4ppyuoTogRMAP+8DRbjVYekzV9AxpIloFJR/eOP0FavOJ0IivJT3E/kW/NpFNKIthFtC33Pr1NH1KGhWNPSyNnk4iaWCiI21JdPH2iDJMHCraf5catrxUUdzXSzzrj0oV0ES250eeVuV2aFftp+2lGh+5MH2lArzLUE4YrEvtMiqIg+fAG6AAY2HAjgKKJYkYU+/DCBd9wBFguJzzyLKfGKTyL/TlWK29W5WSl2dxnZJpNw4AJ/f7GPea9tYu8/iZiNVkJj/LjlocY89HYXWt0a63KQBLA7ZTebzm5CI2kcu4muZEpMJPUzpWFoxAsvoAmpHJV7harHp0VzQoYqMxzJb0wpMg9QkiRGtVJaTC08vJD0/HSXr+MbqKPLwPo8PLULne6qi1+QjtwME1uWnOC7if/x77zDRTfq7fAEBERDRgJsL/x3KWfzFs69oxSvjJgwAb9OnVweV3kyWo3MOzQPgOHNh1/1PiRpNI4Z/8yCdInK6OaG1ZjQuxEAry85wO7T6U4/174Ml2vJJcOYcY2jLxHBkhudyXG9bMC+xAxeXaxU6H62Z0N6NIrwyNjKg/HoUYxHjoBWS0Cvohu5PtT0ITSShq3JW9mfur+cR+gaSZKIfnMK+saNsV64wOknnsBq7yt47gDsLdjZ13OS4zm5mSZ2LI9n3uub+HPGHk7sPo8sQ2zTUO4c24rBr3WgSZcY1NrS/+p9sVfJVepfv3+R/9Zkq5Wzr72GnJ+Pb4cOBN1VfPsTQSgP1caNRRMRgTkhQakiX4Sba9xMk9Am5Fpy+f6ga7NLlzP4aWnXtzbD3u5Cz+FNCI/1x2KycXBDEj9P287P07ZxcEMSZmNBvovOF25+Ubm/7j0wZgHK37PEMWPAYiHwttsIfWR4qcdUXpYcW8LF/ItE+0XTp3afIo9xLMWtXInNePVMWmXx5M316N00EpPVxpMFNQmdoVfrqeajrHq4shQngiU3Opt9FnA+WErLMTFq3g5MFhs9m0TwdCWq0F0Ue2K3f7duqIOCijwmyi+K2+reBlSO2SWVjw+xX3yOJjIS0/HjJD49BpvJVFDMToamA7BGtuHE7vP8/eU+vpv4H5sXnyAzNR+dj4YWPWow+PUO9B/bmppNw8qch7bv/D7+O/MfaknNY82LnlVK/WwWuZs2IxkMRE2u2ImowvVB7e9P1KTXAbj4zTdkrV591TGX5y4tOLzApU/9RV5To6JRp2gGvXwDd41vQ4MbIlFpJFJOZfHvvMN8++IG/p13mKSj6citHoSw+pB7ATbOwJySQsITT2DLysKnbVuip02t8L9HVpvVkSD/cLOH0aqK3mzi06YNmqgobNnZZK9bV55DdCuVSuKDQa2oG+7H2Yx8xizYhcXqXEmE0jTUFcGSGyXlKHUbnAmWbDaZZxbt5kx6HrXDfPlgUGtUTuyAqqhkWSZz6dW74IoyvNlwAFadWkVCpvs6SnuKNiqK2NlfovLzI3fbNs6OHYnt8HKSzY1Zm/M0c1/8j7+/2MeJXeexWWUi6wRyy0NNGD69Kzfd35CwGH+3jcU+q3R73duJDby6XlL2+vWkfv45ANFT3kBft3LuqBSqnoBbbyX04YcASHppIqaEq3/3e8T2oGFIQ3LMOfxw8Ae3XFeSJKo3DKH3iGYMn9aVzvfUI6iaD+Z8Kwc3JPH7Bzv5YfI2tvi+RbolBtvamZwe+RiWpLPoatWixmczUemL77dYUaxOWE1CVgJB+iDurl/8ZhNJpSLwNuUDa2VeigMIMGj5clg7fHVqNp24wAcrnWuGXpoecSJYciNXZpZm/HOMtUfOY9Cq+PxBJbu/MsvffwBzQgKSwUBAj+4lHtsgpAE31bgJGfmqNgcVlaFRI2I++ZjM4LrsTIjm+6Qv+PXCNPZvySY/x4xvkI7WPWO5/9UO3Ptie5p0iS5VPlJJdqXsYl3iOtSSmsdbPn7V981nzpA04XmQZYIH309Q//5uvb4glFXEhAn4tG2LLSuLxLHjrspfUkkqR92lHw7+4PTOOGf5BOho27sWQ9/oxIBn29C4SzRag5qsC/ls36ZnfupnLIh/i7i82hij6hP71exKke8ny7KjIfHgRoPx1ZZcyNgeLGX/uwZbjms90iqaBpEBTB/YEoDP1xxn5cFz13xOaQpTimDJjc7mFARL1ygbsPbIeT5erUTAb9/VgibRRffzqkzsid0Bt/RA5XftBPVHmilFFJccW1JiITpvs9lkzh5L579fjvL7MhXbWz9HQs3e5GgiUatsNOwYyZ1jW/HwtK50vbcB4TXcN4t0OVmW+XjHx4CyA65WYK3C4zSZSHzmWawZGRiaNyeyoBu6IFQkklZL9Y8+RB0WhvHwYZKnvHnVMbfWvJVmYc3IteTy1d6vPDMOlUSNRiHc+lATHnm3G71HNKNms1AkbGQYanOi7l381/hZfvs+me3L4rmQlF2hy51sS97G/gv70av1DGky5JrHG5o1RVerFnJ+Pln//FsOI/SsO1vF8EjX2gCM/2k3py6UHADaG+qKZTgvSTOmASXPLCWm5TLux13IMgzpWJOB7UpX6bsikW02Mv9WSgZcawnOrl1kO1qGt8RkMznK8lcUxjwLx3aksOrbg3z7/AZ+e38nu1edJutiPhrJRKxxM80PfE23dc/TIfQYNZuGeXwJdf2Z9exM2YlerXfsGrpcyjvvkL9vH6qgIKp//LEoPilUWNrISKp/8D6oVGT89hvpvxSu7i1JEuPajgOUukuutqVweTw6NfXbR9AhbyVd/5tIo7j5RNv2IEk2LiRms+WPE/w4ZSvzXtvEukVHSDh4Aau5YrUL+eaAkv95V/27CDVcu4m3JEmOv9WVfSnObmK/JrStGUxWvoUn5+0ssWClYxkuSyzDeU2gLpAAXUCR3zNarIyev5P0XDMtqgfx+h1Ny3l0nmE8cgTLuXNIPj74devm1HMkSeLR5o8C8GPcj+SYvTcVLNtkUk5lsmN5PIs/2sk3z61nxVf7iduSTH6OGb2vhgY3RNK353kejRjGnY2+ouGNNVFb8kl6aSJpi37y6Phsso1PdypVwoc0HnJVte6MP/4gbcFCkCSqv/euo8WMIFRUfp06UW2sUt07ecqb5O0vXFywc0xnOkZ1xGwzM2v3LI+ORbbZOPfmm1z85ht05mzaDW7KPTFv8Gi14fS404eazcJQa1Rkpuaz799E/vx0D3MmrGfprL3sW5NI+rlcr846xV2M478z/6GSVDzczPl2SwF9lN1yOZs2KZtWKjmdRsVnQ9sS5qfj4NlMXl9S/G5re4J3UnYSNtm5wLdytbKvBEqaVXrrr0PsScwgyEfLrKFtMThZrbmiyykoNOfXoYNLiZDdY7tTO7A28Znx/HrkVx5q9pCnhliILMtkpORx5kgaiXFpJB5Ku6poXXCkL7VbhFG7ZThR9YJQW/Pg03tAMkH3F4jq8ASSwY+0BQtInjQJW14uYcOHe2S8y08uJy4tjgBtACNaFK7WnblsGUkTlSW38CdH4X/TTR4ZgyC4W9jjI8nbvZvsNWs4PWIEsXPm4NO8meP749qOY8iyIfx54k+GNxtO/RD37xaWLRbOvvoaGYsXgyQRNeUNQu67D34/imHPQpqmTqXp039gNtlIPHyR+L2pxO+7QG6mSbm/V0khCAg1ENs0lBqNQohpGIxfUPklhNsbEPeu1ZvYAOebZOsbNkBTrRqW8+fJ27mzwteQckZ0kA+fPtCGYXO28NP2RNrVCuH+G2pedVyUXxQqSYXJZuJCnnNNeUWw5GbFBUtLdp/hh82nAPj4/tbEhpacgFeZ5PynVOP269rFpeepVWqGNxvO5E2T+f7g9zzQ+AG0TvRWc5Vsk0k7l8vZY+mcOZLOmSNp5GYU/iSlNaip3jCEmk1DiW0SSnDkFa/Pf59DdjIE14L2jyKpVES+9iqSj4GLc74h5Z3pyPn5hI+6eomsLMxWMzN2KXVphjcfTpD+UkmG9N8Xc/aVV8BmI7D/nYSPHu3WawuCJ0kqFTHvvUvCY4+Rv2cvCcOHE/vVbHzbtAGgRbUW9KzZk1UJq5ixawaf3PKJW68vm82ceeEFsv5eDmo1Me9MI+jOO5Vv9ngZ9v8KJ9fB8dVo6/ekTqtq1GlVDdkmc/50FqcPXeT0oYucPZZB1sV8Dm5I4uAGZckwONKXmAbBVG8YTHT9YAJCPdMe5Uz2GZafXA5QYjPtokiShF+XLmQsWULOf/9ViWAJoGv9cJ7r3Yj3VsTx2pIDtKgeTNOYwnnBWpWWKN8oknKSHLnG1yKCJTcrKlg6fj6bl3/bB8DTPerTo3HlLTx5JVt+PrnbtwPg17Wry8+/s96dfLb7M87lnuO3o79xf+P7yzwmU76F86eyOHs8g+QTys2YW7gPkkojEVk7kOoNQ4htGkpknUDU6mJWpXMuwH8Ff6hveQ00yqdGSZKImDABla8vqTNmcv7jT7Dl5FLt2WeQiml94qrfjv5GYnYiYYYwHmzyoOPxtB8XkTx5MgDB992nNPZ00zUFobyoAwKoOecbEkeNInf7dhJGPEbsF5/j16EDAGPajOGf0//wz+l/2HN+D62qtXLLdW15eZwZ/xzZ//4LWi3VP/yAwMsL6QbXhA6Pw6aZsHIy1L3F0c5IUklE1AokolYg7frWxmy0KrPUh9I4czSN1MRs0s/lkn4u1xE8+YfoiaobpNzqBRFewx+1puy/r1/t/QqrbKVTdCeahrme1uHXrSsZS5aQ/d9/RDz3XJnHU1E8eXM9dpxK45/DKYxesJM/nu5KgKHwB/HqAdVJyklyOidOBEtuduVOuDyTkqeUY7LSqW4oz/Zq6KWReUbu9h3IJhOaqCh0deu6/HydWsdjLR5j2tZpzN43m7sa3IVe7fwUttVs40JSNinxmZyLzyTlVBZpZ3O4MoVAo1URUTuQ6g2DiWkYQlSdQDTObu1f/wEYMyGqBTQfWOhbkiRRbfRoVD6+pLz7Lhe++or8A/uJnvYO2siyBcW55lxHXaUnWj3h2A588fvvOTd1GgAhDz5I5CsvV/iCeYJQHLW/H7FfzSZx9GhyNm7i9ONPUGPmTPy7daVucF361+vP4mOL+WTnJ8zpPafM/9bzDx7kzITnMZ04gaTXU2PmDPxvvPHqA298DnZ+D+f2KU12WxX9QU6rV1O7RTi1W4Qr588xc/Z4BmeOpJF0JJ3UxGyy04wc25HCsR0pgPJhLbxGAJG1AoiorQRewVG+Lm0USchMYPGxxQCMbl26WWW/zp0BMB48hOXiRTSh104OrwxUKokP7mvF7Z+u52RqDi/9to+ZD7Qp9G8nxu9S3pIzXA6W4uLiWLhwIevXryc+Pp7c3FyqVatGmzZt6NOnDwMHDkRfCQp4ecqVM0uT/tjP4eQswv31fDq4DepKXHiyKI58pa5dSv1H7N6G9/LtgW9Jzknm57ifebDpg0UeZ8yzcCExi/MJ2aQmZnH+dDZpZ3OwWa9OrvQP0RNVT/kkF10viLAa/sXPHJUkLR62FWxf7vlGsc1ywx59BHVwMMlTppCzcRMn+/cn6q03C39addGCwwtIzUulun917m1wLzaTidSZn3Fh9mzlmo+NoNpzz4lASaj0VD4+1Pj8c86MHUf22rUkPvkkUZMnEXTPPTzV6imWnljKtuRtbEzaSNfqrs9gg5LIffHbb0n5+BMwm9FUq0b1jz7Et337op/gGwrdnlGq9f/zFjQdANprL6cZ/LTUaRlOnZZK8GQ2WkmJz+TsictmunMspMRnkhKfCWuVHVkanYqw6v5Uiw0gPNaf8NgAwmL8iv1Q98WeL7DKVrpV70briNal+V+CJjwcfZMmGA8dImfjJoLucG43c2UQ4qdj5tC2DPpiE0v3nqVTnVCGda7t+L59YsPty3C7du3ihRdeYP369XTp0oUOHTpw11134ePjw8WLF9m/fz+vvPIKY8aM4YUXXuCZZ565LoOmy4OlX3ck8tP2RFQSfDq4NRGBnlm39iZ7sORfiiU4O51axxMtn+CNTW/w1b6v6F/rLowXZS4m5XDhTLbjv9lpRff+0ftpiKwVWPAJTfmk5rYEy9VvKs1y6/aA+reWeGjwPXfj07oVSROeVz69jhlLzn33EvnSS07Vnrpcal4qc/bNAZRPjaYt20h+YwqmU0reW/jTTxM++ikRKAlVhkqvp8aMTzkz4Xmy/vc/zr7yKhm/LyZq8iTub3Q/8w7N4/3t79MxuiMalWuf883JySS9NJHczZsBCOjVk6gpU65dcLLjk7D1a6XJ7ravoMsYl38urV5N9UYhVG+kXEuWZTJT80iJz+LcKSVgOp+QhcVk49zJTM6dvNTsV5IgsJoPYdX9CYvxI6y6P6ExflzQJrP0pFLb7unWT7s8psv5demsBEv//VelgiWAtjVDeKlfY95aeog3/zpE69gQWtRQ8j5r+Ctle5ydWZJkJ/c81qpVi+eff54hQ4YQWsJU3aZNm/joo49o3bo1L18nhfEyMzMJCgqiyedN2PHYDnw0Phw5l8WAmf+RZ7YyvldDxt7awNvDdDtzSgrHbroZJIkGG/9zqdKtLMvkZZlJT1HW9i+czWbl7rUYsoIIMoYBRQcB/iF6wmMDqFbwySs81p+AUINngoYzO+GrHspYnlgL0c7lS8gmE+dnzOTC11+DLKOtUYPQhx4i6O67UAcUXVbiSq//9zq/H/udjtqGTN5ei6xlSh0rTbVqRL48kcB+/Ur7UwlChSZbLFycO5fzn81CzssDjQa/hx7g4ai/SJWzeLnjyzzQ+AGnzmU+e5a0n34ibf4CbJmZSD4+RL48keB773X+b8auebBkNBiCYOxuZcbJzWw2mYyUXM6fziL1spnz/GxzkcfLKhtp+nNow2R6tOxCcKSv46b3cS2QzNm4kYRHR6CJiKD+2jVV7gOYLMs8/sMOVh48R2yoD3+NuZEgHy07z+3k4eUPE6mKZPVDq8nIyCAwsPgC0U4HSyaTCZ0Lhe5cPb4yswdLXb/pyoZHNpBrstB/5n8cS8nmxgbhzH2kQ5VbfgPIWLKEpBdfwtCsGXV+/eWq78uyTG6miYzzeWSezyPDfkvJJT0lD1OepYizKvS+akJj/AmL8Sesuh+hBZ+s9L7l1BZGluG7OyF+PbQcDPd86fIpcrZsJemll7CcVaZ5JR8fgu68k5AhD2Bo3LjY5+0/s4NpXz1M83gbA/YZkHLyQKUiZMgQqo0b63TAJQiVmfnMGZLfnkr2P/8AYKoWxC9NszhZ358ZTy4lxD+8yOfJNhu5mzeTtnAhWav/AZtSR8fQvDkx772Lvo6L/RJtVvjiRkg5AJ2fhj5vl+nncpb97+fFMzlcSMrmQlIOF89kc+FsNlZT8W/bPgFagiN9CarmU3DzJbDgvsHv6r+fNqORIx06IhuN1P3zD/QNqt4H+4xcM7fPWE9iWh59mkXyxYPtOJd7jl6/9IJ82D9qv/uCJWfl5ubi61t1tsU7wx4s3ffzffx07088//Meft6RSGSgnqVjbyTcv2ouRyY+/wIXlq9B/8CjaPveQ+aFfLJS88i8kE9mah5ZF/KxlFTpVlLqkwRH+hIc4UtQlIEPjk/lkLyHR9s/zJOt3bsN3yVHVsCCQaDWw5gdEOx8/ZLL2XJySF+yhLQFCzAdO+54XN+oEdroaNThYWhCw9CEh2HLySFn82Yyd2xDY7n0a2lo0YKoSZMK1aARhOtF1j//kPzWW1iSLuWWmH20hHTqhu8NN4AsY7lwAeuFC1guXMAUH4858VIbC98OHQgZ8gABPXsiaUq5p+noKpg/ENQ6eHo7hNS69nM8ZOzqsWw7vpueAbcxsNoQ0pJzHbvvcjNLLi6p89EQGG4gINRAYLiPcj/Mh+xPpyNvXk3Mc2MJf2R4+fwg5WxvYjoDP9+I2SrzRv9mDOtck/bz2pOfk8+hJw95Jljq3r078+bNo0aNwq06tmzZwrBhwzhyxLnOv1WFPVgau3QsN0c9z/if9qCSYMHITnSqG+bt4ZWKbJPJyzaTk24kJ91Idlo+2WlGstONyn8v5pN1LhObquSZHkkC/1ADQdV8lE834T4ERfg4PvlorijM+ffJv3lh3QsEaAP4e+DfheoKlRurBb7oCucPQ9dx0GtKmU8pyzK527Ypn3ZXrgJL8bNqAGkBEpE39SK8R28C+/VFUleNAqaCUBq23FzSFy/mzL/LyN+2A//8ko9X+fkRNGAAIQ8Mds9MiSzD9wPg5FpoMQgGeqZn3bUcSD3A4KWDUUkqfu//O3WDC+9ANuVZlNSGlFwyUgpm9FOVGf0ra8sVRS2bCYwJJiBEj3+IHr8QA/4hevyD9fgV3PS+mkq7VPfNhpNM+esgOrWK357qwktbh3Li3AmngqVShdmBgYG0bNmSWbNmMXjwYGw2G1OmTGHatGmMGeN6AlxV4asO59XFSon1cbc2rJCBksVsJS/LTG6mibxMEzkZRnIzTcotQ/k6J91IboYJm+0acbRKC7INv2ADAWHKp5WAcB8CwwwEhvkQUPAJxpV6In1q92H23tkcSz/Gdwe+Y2zbsWX8iUth93wlUPIJgW7j3XJKSZLw69ABvw4dlIq5e/cqn4YvXsSSegHrxQtYZCtz1JvZHJPDoJ7j6NJypFuuLQiVncrXl9AhQwgdMoQJ/4znyNb/0e9ide7Ia4TKYEATFoY6LBRNWDia8DB82rZD7e/apooSSZLyoWn2zbDvJ+j8FMS0cd/5nTRjt1Kg9vY6t18VKIEyc2SvAXUls9FK1oV8Mi/kkZmaT9YFZRUg60I+WedzyM+zYZW0pJ3NIe1s8e2n1FoVfkE6JXgK0uMbqMM3SIdvoL7gvzp8A3QYArSl24HsQY90rc3G4xdYdegcTy/YSf2WMZzghFPPLfUy3BdffMGECRPo378/8fHxJCQkMHfuXHr27Fma01Vq9pmlTh+8ztmUDnSuG8a8xzqWS56SxWQlL9tMfsEtL8dEXpZyPzfLRH6WmbxskyM4MuUX31zwKhL4BOjwC9LhH2IgIESPX4ge/xADto2ryftuFmEdW1Lry8/d+jOtPrWaZ9Y8g6/Gl6X3LCXcp+jcBI8w5cCnbZVq3X2mKX8Uy8lHOz7im/3fEBsQy+IBi9Gpr4+cP0FwRVJ2EgMWDyDfms/7N79Pn9p9yu/ivz0OexdB7Rvh4T+VIKqcbE/eziMrHkEtqfnjrj+oGXh1G4/SkmWZwzffQm6WjcDXpmKJqqOsIDhu+eRkGDHmlDwjfiWDnxafQB2+AVoM/gX/DdDh46/FJ0CHwV+Lj78Wg78Wg5/WLYU6ryU918Rtn6wnKSOfRs1WcDpnledmlgBGjRrFqVOnmD59OhqNhjVr1tCli2vtLqqa5FQfwvx0fDy4tUuBkmyTMRmtGHPNGHMtBTflfn5OwWM5ZvJzzOTnFDyWowREJeYEFUOllvAN1DkCIeWTgfIJwS/IPt2qwydQV+wng4QvV0P+RQK6dnb5+tdyS81baB7WnP0X9vPRjo94u1v5JFQCsOmzS21Nbhhx7ePd5FTmKb4/+D0AL9zwggiUBKEYMf4xPNr8UWbtmcX729/npho34aPxKZ+L3/IqHPhd2fhxdCU07F0ul7XarLyz9R0A7m5wt1sDJVBmvoM6d4QlSwg6uZmIe4ouBWMxW5UViHQlJcO+IpGbaSxYmTAVfEg3IcsUvGeZSXOulBFagxqDn7bgpsHgp0Vf8LXeV4PeV3lc72v/WoPOR4NWr3Z6aTDYV8enD7Th/tmbOZmsR+PkfplSBUtpaWk89thjrF69mi+//JK1a9fSu3dv3n33XZ56qvw+iVc0IfnhTOlZn7xT2RzNz8CUb8GYZ8Gcb8WYZ8F02c3+tTFX+W9Z0uxVakn5x3VZlO5zWfSu3LSOAKmsa85Ki5MdQOlanFyLJElM7DiRocuG8sfxPxjUaJDb2hyUKOvcpbYmt77uaGviabIsM33rdCw2C11junJzjZvL5bqCUFkNbz6c34/9ztmcs3y972vGtCmn9I/gmtDxCdg4A1a+BvVuAbXnG2H8cuQXpZm2LsBjP6szrU80WnVBYnjJwanNJisrHVkFqxrZJvIylVWOvGwzeZkmJZDKNjv+K8tgzrdizleWC12hUknofDXofZTgyR5E6Xw06A0atD5qx/d0Bg0RBjXj29Tih31RBBoDOeTENUr1Kjdv3pw6deqwa9cu6tSpw8iRI1m0aBFPPfUUS5cuZenSpaU5baU3JD2S+J9OEl/K56u1KvQFL7TeV6NE1PYIuohI2x4g6QzOR9XuUNYWJ85oWa0lA+oNYMnxJUzbMo0Fty9AJXl4ivbft8GUDdXbQbN7PHuty/x14i/Wn1mPVqXlhQ4vVNrkSUEoLz4aH56/4XnGrxnPN/u+oXet3jQKbVQ+F7/xOaX20vnDsOt7aP+oRy+Xnp/uyFUa3Xo0oQbPtCQp1PrkwgU0YaXPuVWplNUL30AdYUX3li9EtsmOlZRCt+zLVlYKVlzyc+wTDWaMORZsNtkRnBVXl6o4w2hDnqkhK+l/zWNLFSyNGjWKV155BdVlrR/uv/9+unbtyiOPuNb5uCrx8ZUICvFxTAvqfAoiXYPaEeVeHvVeHgXrfTVX7QyrqNzR4sQZz7R7htUJqzlw4QC/H/2dgQ0HXvtJpXXuAOz6QbnfZ2qxbU3cLTUv1TG9PqrVKOoGeSb4FISqpmfNnvSs2ZNVCat47b/XmH/7fLTX2J3rFj4hcPNLsPxF+OdtaH4vGIrPdSmrGbtmkGHMoEFIA+5vVPZG48XRhIejb9wY4+HD5GzaXK7VvCWVpOQt+bv2+smyjMVkUwKnPAum3CtWbfLtqzkFqzv2r/OtmPMt5GdkkZ/vXIBVqmDptddeK/LxGjVqsHLlytKcskoY2nMLwXe96e1heJw7Wpw4I9wnnCdbPcl729/jk52f0LNWT8+UEpBlWPEKyDal/1PNTu6/RpGXlXlr81tkmjJpEtqER5pfvx80BMFVkiTxSqdX2HZuG4cuHuKbfd/wRKsnyufiN4xQ2p9cOAYbPoKekzxymUMXDvHzkZ8BmNhhosttXlzl17WLEixVktYnkiSh1avR6tX4O99AwiHnnTs5OCfOqWOd/vickJDg0iDOnDnj0vHOmjVrFnXq1MFgMNCuXTvWr19f4vFr166lXbt2GAwG6tatyxdffHHVMb/++itNmzZFr9fTtGlTfv/991KNzXZgRameV5lY0tIwFtTR8u3s/uTuKz3Q5AHqBdUjzZjGrN2zPHORY6vgxL9KKYSekz1zjSKsiF/B6oTVaCQNb3Z9s3w+FQtCFRLuE85LHV4C4Iu9X3A07Wj5XFitvVR/bdNnkO7a+6MzZFlm2tZpyMj0rd2XG6JucPs1ruRXsEkrZ8tmj1/L64zZyKd2OX2408HSDTfcwMiRI9m6dWuxx2RkZPDVV1/RvHlzfvvtN6cH4axFixbxzDPP8Morr7Br1y5uvPFG+vXrV2wgd/LkSW677TZuvPFGdu3axcsvv8zYsWP59ddfHcds2rSJ+++/n2HDhrFnzx6GDRvGoEGD2LJli8vjs509Chedq9lQWeXtUv5x6erVc6kXXGlpVVpe6qj8MVwUt4gjaW4ueGq1wP9eVe53fAJCy2cZ7GL+RaZumQrAyJYjyy/fQhCqmNvr3E73Gt2x2Cy89t9rWGyubW8vtUa3KSUErEZYXfbCtVf668Rf7ErZhY/Gh+faF51w7W4+rVqDSoUl6Szm5ORyuabXHFuFzeh8jpPTwdKhQ4cICgqib9++REZGcvvttzNy5EjGjBnDgw8+SNu2bYmIiGDu3Lm89957HilO+eGHHzJixAgee+wxmjRpwscff0xsbCyff150nZ8vvviCmjVr8vHHH9OkSRMee+wxHn30Ud5//33HMR9//DG9evVi4sSJNG7cmIkTJ3Lrrbfy8ccfuzw+q0WCQ3+V9serFOzBkk+b1uV2zU7RnehVqxdW2cq0LdNwa4eend8VFKAMhZued995r2HqlqmkGdNoGNKQkS1E8UlBKC1Jknit82sE6AI4cOEA3x34rrwuDL3fAiTY9zMkbnfbqXPMOXy04yMARrYYSZRflNvOXRK1vx/6xsoHt7zdu8vlml5z6E+sZudzU50+MjExkenTp5OUlMQXX3xBw4YNSU1N5ehRZdpz6NCh7Nixg//++49+HuiIbjKZ2LFjB717F65r0bt3bzZu3FjkczZt2nTV8X369GH79u2YzeYSjynunCWxmSU49KfLz6tMcguCJd82bcv1uhPaT8CgNrD93HYWxS1yz0nzM+FfZXaH7i+BT7B7znsNq06tYkX8CtSSWll+U4vlN0EoiwjfCF644QUAZu2exYmMcprhj2kNrR5Q7q94mTLVgLnM9K3TOZ93ntiAWB5q9pBbzuks39ZKZXL7B+MqyWKEIyuU92wnOZ0t1qZNG5KTk6lWrRrPPfcc27ZtI6wMWwtdlZqaitVqJTIystDjkZGRJBczXZicnFzk8RaLhdTUVKKjo4s9prhzAhiNRoxGo+PrzMxMAGwWCRK3QuZZCIx26eerDGSTifx9SjsXnzblW+o/xj+GcW3HMX3bdN7f/j4dojoUWe7fJRs+hNxUCKvv8e2/dmezz/LGpjcAeLT5ozQNa1ou1xWEqm5AvQGsiF/BhjMbeHHdi/zQ7wcMGoPnL3zra0qhytNb4OBiaHZ3mU636tQqfj/2OxISb3R5A726fBux+7RpQ9qCBeTurMLB0om1YMrCpooGnCvs7PTMUnBwMCdOKNF6fHw8NpvrlaPd4cqt6rIsl7h9vajjr3zc1XNOmzaNoKAgxy02VulIb/MvePM+XDWX4vIPH0Y2GlEHBaGrU7vcrz+kyRC6xHTBaDXy0vqXMFtdq6lRyMWTsKkgYbzXm0rCpoeZrCbGrxlPujGdpmFNGdVqlMevKQjXC0mSmNx5MqGGUA5fPMzbW95275J9cQJjoGtBD8uVr4PZtYKKl0vJTWHypskAPNL8kXJJ6r6S/YNw/qFD2PLyyv365eLQH8Bl79lOcDpYGjhwIDfffDN16tRBkiTat29P3bp1i7x5Qnh4OGq1+qoZn5SUlKtmhuyioqKKPF6j0ThmxYo7prhzAkycOJGMjAzH7fTp0wBYgwtmCaroUtylfKU2XimcqJJUvNn1TYL1wRy6eIiZu2eW/mQrX1MSM+vcDI3cv2xclOlbp7P/wn6C9EF82P1D0dJEENws0i+Sd296F5WkYvGxxfx69NdrP8kduo6DgBhlV9ym0v1dssk2Xt3wKhnGDJqENuHp1k+7eZDO0VaPQVOtGlgs5O/f75UxeJTVAnHLlLsG51eAnA6WZs+ezeLFi3nuueeQZZmRI0cybty4Im+eoNPpaNeu3VV1nFauXFlsT7rOnTtfdfz//vc/2rdvj1arLfGYkvrc6fV6AgMDC90A5IDaygHxGyD3ois/XqVgn5Yt7yW4y0X4RjC582QAvt3/LduSt7l+kpPrlIBWUkHfd8qlGeYfx//gpyM/ISHxzo3vUN3fibK2giC4rGN0R0dLkKlbpnIg9YDnL6rzg17K8jrrP4TMJJdPseDQAjad3YRereedG9/xWi6jJEn4tFVyUnN37fbKGDwqYSPkXgCfEGz4Of00lypc9e3bF4AdO3Ywbtw4AgKc7EDnJuPHj2fYsGG0b9+ezp07M3v2bBISEhg1SlnOmDhxImfOnOH775WGpKNGjWLmzJmMHz+ekSNHsmnTJubMmcPChQsd5xw3bhw33XQT06dPZ8CAASxZsoRVq1axYcMGl8dns+khsgWc2wdxf0Oboe75wSsAWZYdM0u+bb0XLAHcWutW7mlwD78d/Y2XN7zML3f+4nyxSqsFlk9U7rcfAZGezxmKuxjHlE3K1uInWz1Jt+rdPH5NQbiejWg+gr3n9/Lv6X8Zv2Y8i+5YRLAh2LMXbXEfbP1KyVtd9Qbc86XTTz2SdsSx+21C+wllz8csI582rclasaJqJnnbV34a3Y7tSK7TTytVT4dvv/223AMlUFqqfPzxx0yZMoXWrVuzbt06li1bRq1atQA4e/ZsoZpLderUYdmyZaxZs4bWrVvz5ptv8umnnzJw4KW2GV26dOHHH3/k22+/pWXLlsydO5dFixbRsWNHl8dny86GJncqX1SxpThLUhKWlBTQaDA0b+7t4fDiDS8SGxBLck4yb292ITdh53dwbj8YgqHHyx4dI0CmKZNn1zyL0WqkW/Vu5VdhWBCuY5Ik8Xa3t6kZUJOknCRe2vASVpvV0xeFfkrrIvb+CKedm/W252CabCZuqnGTR1uaOMu3zaUdceWS91VebLZL5X2a3Km8ZztJkqvU/wnvyMzMJCgoiMPjxtFo4uPweWdQ6+GF46Av/6DSEzL+WkrShAkYWrSgzs8/eXs4AOw9v5eH/n4Iq2xlbJuxjGx5jXpFeWnwaVvIuwj93oOOj3t0fGarmbH/jmXDmQ3E+MXw050/eaZdiyAIRYq7GMeDyx4k35rPI80fYXy78Z6/6OKnYPd8pSH3iFUl9pm02qw8v+55Vp5aSaghlF/7/0q4T7jnx3gNsslEXPsbkE0m6i5bhr5uHW8PyT0St8PXt4LOH54/zvG77+Vi3BE6HDtKRkaGI6WmKOXTLfQ6Yc3JhYgmEFpPSR4+WnX65HmjGOW1tKzWkudvUApJfrrrU34/eo02NWumK4FStSYeLxVgsVl4cf2LbDizAb1az4c9PhSBkiCUs0ahjXi98+uAkuP45R7nl8ZK7dbXlTfjMztgb/E14WRZZvq26aw8tRKtSst7N71XIQIlAEmnw9CiBVDF6i0V7IKjQW/QGrBl5zj9VBEsuZEtO1uZiq2CS3GOfCUvJncXZWiToYxoPgKANza9wbrEdUUfmHIYts5W7vedBmrPNaS02qy8+t+rjj+Cn/T4hGZhzTx2PUEQindnvTuZ0H4CADN3z2Tu/rmevWBAFNykXI9Vk8GYVeRhc/bPYeFhJX92arepdIju4Nlxuciem5q3u4oES7J86T254D3aliOCJa9w/I9v0l/575EVYHL+xaiobDk55McpnZm9uROuOOPajqN/vf5YZSsT1k5g7/m9hQ+Q5YLqulZodDvU6+GxsdhkG1M2T2HpiaVoJA0f3PwBXat39dj1BEG4toebPezYiv/Bjg9YcGiBZy/Y6SkIqQPZybD+g6u+vfjYYj7Z+Qmg5F/2rdPXs+MpBfvf+tyqMrOUvFfp3arWQ4NeyLLsUs6SCJbcyJZbkFlfva3yi2LOqRKzS3n79oHViiYmGm1U+fQocoUkSUzuMpmu1buSZ8lj9OrRxGfEXzrg8F9wfDWoddD7TY+NQ5Zlpm6Zym9Hf0MlqXjnpnfoUdNzgZkgCM57otUTjj6M07ZO49cjHqzBpNFDn7eV+xtnQuoxx7fWJ65n8sbJgFJ48sGmD3puHGXg07o1AKZjx7Gmp3t1LG6xu2AXfKO+oA9Azs11qT2NCJbcyJZTEKVK0qV+Qbs9/AmmHDiW4FpXvFklO61Ky4c3f0izsGakG9N5YuUTHE07qszs2UsFdB0HYfU8cn2zzczULVNZFLcICYm3ur5Fn9p9PHItQRBKZ0ybMTzUVOm19samN1h0eJHndns1ug3q9wKbGf5+HmSZ9YnreW7tc1hlK3fUvYNn2j7jmWu7gSY0FF3BTvO8PXu8PJoyspqVZscArYYoD9nzldRqp04hgiU3suVcVrOh1WDlvyfXQUaidwbkJrm7vF+M0hm+Wl8+u/UzagXWIikniaHLhvK/Fc9CxmkIqgndPLMT5lzOOR5b8Rg/xv0IwKTOk7iz3p0euZYgCKUnSRIT2k/g/kb3IyPz1pa3eGXDK+Sana+348LFoN90UOuQj//D7NXjGb16NHmWPLrGdGVKlymopIr9FlxlluKOrVL6gPpVg/q3ApcmN1T+zhWmrNivVCUj5+UhWyzKFyG1oFY3QC5xR0RFJ9ts5O1WPlX4eLkYpTPCfML4od8PdIzqSJ4lj+cubuLjkCCsfaeCztft19uUtIlBfw1iZ8pO/LX+fNj9QwY2HHjtJwqC4BWSJPFyx5cZ13YcKknFnyf+ZOiyoZzIOOH+i4XVI6fzaMZHhDPjzCpkZAY1HMSMW2Z4rUK3K+x/8/MqeyVv+wpPi0GOPqD2fCWVrwiWvKJQdn1r+1LcQpfWRisS04kT2DIzkXx8MDRq5O3hOCXEEMIXPT/nYYIBmBMcxOjEv8gwZrjtGlablc93f84TK5/gYv5FGoU0YtEdi+hVq5fbriEIgmeoJBWPtXiMr3t/TbhPOMfSjzH4r8EsO7HMrdeJz4hnSNYOVvn5opVlJge347XOr1WKQAkuK065d++liYDKJvciHFmu3Le/J3NZsOQngiWvKJRd33QAaH3hwlGl5kYllLtzJwA+LVsiaTy33d7dNHHLmHByL9NT0zGodPyXtJF7/7yXn4/8jMlqKvV5ZVlmXeI6Hlr+ELP2zEJGZmCDgcy7bR41A2u68ScQBMHTboi6gZ/v/JkOUR3Is+Tx4voXeebfZ8rcTy7DmMHnez7ngaUPcCIznghtIN+ePcfAPX9B6lE3jd7zdPXqoQoIQM7LI/9wnLeHUzr7fwWrSWlFFtXC8bDVHiz5+zt1GhEsuZn18iJX+oBLNZcqaaK3ffq1IhWjvCZTDixXWpnc1mYU825fQHX/6iTnJDNl0xT6/dqP7w5851KegsVmYemJpQz8cyCjV49m7/m9+Gh8mNptKpO7TMagMXjqpxEEwYPCfcKZ3Ws2I1uMREJidcJqBi8dzMj/jWTz2c0uJYCfzz3Ph9s/pPcvvZm1exbZ5mzaRLRh0V2LaVWzu5Lsvez5SrPSIKlUjl1xlbY45Z6CXXCXzSoBjoKUKj/n0jMqz1RBJeHYEWfX6gElZ2n/r0oxRI3eOwMrpYpajLJE696HzEQIrgndnqWRzpff+v/Gb0d/49sD35KSm8L729/nq31fcVe9u2gU2og6QXWoHVgbf53yKSPPkkd8RjwnMk5wPP04y04u40z2GQB8Nb7c3+h+hjUdRjXfat78SQVBcAO1Ss3YtmO5rc5tfLP/G5adXMbms5vZfHYzzcOa0z22O/WC61E3uC6xAbFoVVpkWeZi/kXiM+OJz4hnb+pe/jr+FyabMnPdMKQhI1uMpFetXqhVaiXZ+8RaOPEvHFwCze7y7g/tJJ82rclZv155LxhWMcscFOv8EWVVR1IrjY4vY18FUju5DCeCJTe7qshVnZsgsDpknoG4vyvNLwiANT0dU3w8AD6tWnl3MM46dxA2fqrc7zvdkdTtq/XlwaYPMqjRIP468Rdz9s0hISuB7w5+V+jp4T7h6NV6krKTkCn86S/UEMrQJkO5v9H9onWJIFRB9UPqM/XGqTzd5mm+O/Advx39jf0X9rP/wn7HMRqVhhr+NbiYf5FMU+ZV52hVrRWPt3ycG6vfiCRJl74RWhe6PQNrp8Pyl6DeLWAovhdZReHIW6qM5QPss0oNeoF/RKFvOXbD+Tm3DCeCJTe7KlhSqaHlINjwkfLCVaJgKf/gQQC0NWuiDg727mCcYbPBX8+AzaLUOGnU76pDdGod9zS4hwH1BrAqYRVbzm4hPjOekxknSc1LJTUv1XFskD6IekHKp8kW4S3oV6cfPhqfcvyBBEHwhhj/GCZ2nMgTrZ7gz+N/ciTtCCfST3A847gy65wZD4CERIx/DLUDa1MnqA631LyF9pHtCwdJl+v2rFLv5+IJWD0Fbn+//H6oUjI0U1o1mc+cwZKWhiYkxMsjcpLNemkneqsHrvq21cUEbxEsuZm1qPLprYYowdLRlZCdclWEW1HlHVCSHA3Nmnp5JE7a8S2c3qI0sbztPaXOSTHUKjV9avcpVDgyy5RFfEY8RquROkF1CDWEFv9HTxCEKi/UEMrDzR52fG2TbZzLOceprFOE6EOoFVjLtXxFrQ/c8RF8PwC2fQ0t74fYGzwwcvdRBwairVkTc0IC+QcP4t+1krRvOrlOWdExBBf5wdnVnCWR4O1mRXYxrtYQqrdTepPZq4hWAvkHlJkln2aVoAls5lmlaSUoXb+Darh8igBdAC2qtaB9VHvCfMJEoCQIQiEqSUW0fzSdojvRKLRR6TZ21O1eUEVahj/HKtWlKzj7B2b7e0KlYF+Caz6wyFxhm9gN513FNua7vP1JJdkJke+YWaoEwdLfL4AxUwlKb3jM26MRBEEoXu+3wDcMUi7LsazA7B+Y7e8JFV5+5qW+rK2HFHmIqLPkZVfthrNrPhA0Bji3HxI2l++gSsGakYH59GkADE0r+DLc4WVw6A9lx8Odnyh5YoIgCBWVXxj0mabcX/suXDju3fFcg6GyBUu7F4A5F8IbKR+gi2DNERW8varInCUA31Al0Rtgy+flN6BSciR3x8aiDqrAO7+MWbBsgnK/y5hCRccEQRAqrJaDoG4PsOTDX89W6BUH+wdmc2Ii1vR07w7mWmw22PKFcr/jE8XmrjpylsQynHcUmbNk1/FJ5b+H/oT0hPIZUClVmiW4f95SkvhCasPNL3p7NIIgCM6RJLjjQ2XF4eTaSzk2FZA6KAhtbCxw6YN0hXV0BaSdVBK77Q3ti3CpzpJI8PaKYnOWACKbQp2bQbbB1tnlN6hSqBQ74U5tgi1fKvfv+MgjjXIFQRA8JrQudH9Jub98ImQle3c8JbB/cM6r6Etxm2cp/233MOiKX2ITOUteVmKwBNDpKeW/O78H4zWO9aIKvxPOlANLngJkaP2gUuBNEAShsuk8BqJbQ346/PlMhV2OqxQ74s4dUEoGSGq4YWSxh8myjDVHLMN5lbW4BG+7Br2VTxP5GRV22tWamYk5QVkm1Ddp4uXRFGP1FKWwW2B16PO2t0cjCIJQOmoN3PU5qHVw5G/Y86O3R1SkSrEjbnNBPnDT/hAcW+xhsskEZqVkg5hZ8pISc5YAVCroOEq5v+ULJRmtgnEkd1evXjGrtcZvuJTA1/9T8An26nAEQRDKJLIpdJ+o3P/7RchM8u54imD/4Gw+fRprRoaXR1OEnFTY+5Ny354fXIzLV4BUviJnySuuuQwHSt0HfSBcOAbHV3t+UC6q0MndxmxYXLCU2fZhqN/Tu+MRBEFwhy5jlW3uxgz4Y2yFW47ThISgrV4dgPxDh7w8miLs+BasRohpC7EdSjz08nwlSeVcGCSCJTez5eQgX2u2SB8AbYYp9+3JaBVIhQ6WVk2C9FMQFKsUdhMEQagKHMtxeji2EnbN8/aIrlJh6y1ZTLD1a+V+pydLbHUFl/WFczJfCUSw5H6yjC0379rHdXwcJBUc/wdSDnt+XC7Iq6jB0om1Sj8lgP4zKkXHbkEQBKdVawS3vKrcX/EyZCR6dzxXqLDB0sHFkJ0M/lHQ9K5rHu5qjSUQwZJ7aZS+xMVW8b5cSG1odJty355/UwFYs7Iwn1KSuytU2YC8dFgyWrnffgTU6+HV4QiCIHhE59FQo4PSvmnxUxUqr7VClg+Q5UsrNB0eA43umk+xv0er/J1L7gYRLLmVvbiVU3lLoEwXgrIrLvOsh0blGvu2UG1MTMVJ7pZl+OsZyDitBJm9pnh7RIIgCJ6hUivLcVpfpVhlBeodZ/8AbT6VgDUry8ujKXByHSTtUpYv2z3i1FMuFaQUM0teIRX8j3c6WKrVFWI7KuXu17/vwZE5r0LmK+2aBwd+B5UGBn4Deuf/gQuCIFQ64fWh33Tl/j9vQuIO746ngCYkBG1MDFBB6i3JslJGBpQilH7hTj1N5Cx5mb1eQ7H94a4kSXDr68r9HXPh4knPDMwF9rIBFSZYOn8E/n5Bud/jFahRdFNEQRCEKqXNMCX/xmaBX0dAfqa3RwRUsLylI8vhzHZlFu7GCU4/TeQseZn9f/w1ay1drnY3pfq0zQJrp3toZM6rUDNLFiP8+qjSPbrOzdD1GW+PSBAEoXxIEtz5ibLzN+3kpYbhXlZhgiWbDVa/qdzvOAoCIp1/arbIWfIqlas5S3a3vKb8d8+PkOK9+hXW7GxM8fEAGJpXgGBp1RuQvA98QuHuL5WCnoIgCNcLn2AY+LWyc3rvItizyNsjqjjB0oHfIOUA6IOg61iXnurIWRIzS96h9lWiVKd2w12ueltofAcgw7/ea91hX4LTxER7P7n76ErY/Jly/65ZEBjt3fEIgiB4Q81OcHNBs92l45U2T15k/yBtOnXKe0neVvOl98quY8DHtfcrx264qpjgnZaWxrBhwwgKCiIoKIhhw4aRnp5e7PFms5kXX3yRFi1a4OfnR0xMDA899BBJSYXLyHfv3h1JkgrdBg8eXKox2pfhnM5ZutwtrwISHPoTzuws1fXLqsI0z81IhN8LWsJ0eBwa9fPueARBELzppglQswuYsuHn4WB2opafh2hCQtDEKB9e8w96aSVk93wlaPQNv2Zrk6JYq3LO0pAhQ9i9ezfLly9n+fLl7N69m2HDhhV7fG5uLjt37uS1115j586d/Pbbbxw5coT+/ftfdezIkSM5e/as4/bll1+Waoz2BG+XcpbsIppAy/uV+/94pzK1I1+pqRfrK5nzYdGDkJsKUS2g15veG4sgCEJFoFLDwK/ANwzO7oG/nvVqOxRHU92DXtgRZ86HNQX5vTdNKNXu6NLkLGlcvooXHDp0iOXLl7N582Y6duwIwFdffUXnzp2Ji4ujUaNGVz0nKCiIlStXFnpsxowZdOjQgYSEBGrWrOl43NfXl6ioqDKPs9Q5S3bdX4L9vyj94uI3KMnf5cjryd2yDEufU2pm+ITA/fNBa/DOWARBECqSoBpw77fww11Kbb6YtkonCC8wNGtG1spV3slb2j4HspIgsIbTdZWudHnOkrMlPyvFzNKmTZsICgpyBEoAnTp1IigoiI0bNzp9noyMDCRJIjg4uNDj8+fPJzw8nGbNmjFhwgSySrkOe2k3XCmDpdA6SnNYUGpHlOMnB1tOzqXkbm8FS9vnwO55SjLjvd9CSC3vjEMQBKEiqnvzpaK8KybCKeff/9zJa0ne+Rmw/gPlfvcXS/1h2lZV6ywlJycTERFx1eMREREkJyc7dY78/HxeeuklhgwZQmDgpZ5iQ4cOZeHChaxZs4bXXnuNX3/9lXvuuafEcxmNRjIzMwvdAFQFCd5WVxO8L3fT80rNiNNbYOf3pT+Pi/KPHAFZRlOtGpqwsHK7rkPCZvj7ReV+z8minYkgCEJROj8NzQcq5WZ+eggyk679HDczNG4MKEnetrxyzJ9aNRlyL0BYfWg1pNSnseZUspylyZMnX5VcfeVt+/btAEhFdBGWZbnIx69kNpsZPHgwNpuNWbNmFfreyJEj6dmzJ82bN2fw4MH88ssvrFq1ip07i0+ynjZtmiPRPCgoiNjYWKCMOUt2gdFK8UWA/71Wbm1QjHFxAOgLfgnKVeZZ5ZfeZoFmd0MX17aBCoIgXDckSWkkHtkccs7DomFKTbpypA4PRx0aCjYbxmPHyuei8f/B9m+U+3d8DOrSZxE5ZpYqy264p59+mkOHDpV4a968OVFRUZw7d+6q558/f57IyJILUZnNZgYNGsTJkydZuXJloVmlorRt2xatVsvRo0eLPWbixIlkZGQ4bqdPnwYuJYuVehnOrtOTynq0MaPcCpHlHz4MgKHx1flfHmXOg5+GQfY5iGgGAz5T/hgIgiAIRdP5wf3zwBCsVLD+a3y5pm1IkuR4r7C/d3iUOR/+LPgQ3fZhqHNjqU8lm83I+fkAqCtLgnd4eDjh4dfu5dK5c2cyMjLYunUrHTp0AGDLli1kZGTQpUuXYp9nD5SOHj3Kv//+S5gTy0sHDhzAbDYTHV18XR+9Xo9er7/qcbWfm4IllVr55DD7Zjj8FxxcAk0HlO2c12A8XDCz1KgcZ5asFvhlBCRuU37pB89T/ggIgiAIJQutA/fOgfn3KbmeQdWhx8vldnl9o8bkbNzkeO/wqLXT4cIx8I8qcyN1W86llR+Vnx84uYxYKXKWmjRpQt++fRk5ciSbN29m8+bNjBw5kjvuuKPQTrjGjRvz+++/A2CxWLj33nvZvn078+fPx2q1kpycTHJyMiaTCYDjx48zZcoUtm/fTnx8PMuWLeO+++6jTZs2dO3a1eVxqtwVLAFENb/U3mPZ85CXVvZzFkO22TAeOQKAoVFDj12n8EVlZdYsbqnSLfqBHyG0bvlcWxAEoSqo3xNu/1C5v3Y6bP+23C7tmFmK8/DM0tm98N8nyv3b31eqmpeBvcaSZDAgabVOP69SBEug7Fhr0aIFvXv3pnfv3rRs2ZIffvih0DFxcXFkZGQAkJiYyB9//EFiYiKtW7cmOjracbPvoNPpdKxevZo+ffrQqFEjxo4dS+/evVm1ahVqtdrlMTqKUubkILtjSvSm5yGsgbJE9b9Xy36+YpgTE7Hl5iLpdOjq1PHYdQpZ9z7s+BaQlHL+tTqXz3UFQRCqkvaPwM0Fm2OWjofDy8rlsvqCiQpj3BH3vN8VxWqBP54G2QpN+kOTO8t8Skf1bheSu6GS1FkCCA0NZd68eSUec/kLVrt27Wu+gLGxsaxdu9Yt44NLu+GwWJCNRiRDGWsEaQ3Kcty3fWHXPGhxH9TtXuZxXsm+5qyvXx9JUw7/JHb+AP8WFN687T1oenWhUEEQBMFJ3Scqu+J2/QC/PAoP/wGxHTx6SX3duqDVYsvKwpKUhLZ6dfdfZPMspQinIQhue98tp3TUWPJzLeWj0swsVQYqXx9HcrJbluJAmXG54THl/h9jIPeie857GUe+UnnshDvyP/hznHK/23joMNLz1xQEQajKJEnZIdagN1jyYMEgOH/Es5fU6ZSACciP80De0rkD8O9U5X7vtyGg5M1czipNjSUQwZJbSSqVe/OW7G6dBME1IT0Bfn5YaSLoRvlHlH/oHs9XOrpK2fkmW5UaGbe+7tnrCYIgXC/UGrhvLlRvp+S4ft/f4wGTx3bE5aTCwsFK4FfvFmjzoNtObRXBUsVwqZluGWotXckQCIMXgtYPTq6DFe7d8VAuO+EOL4UfHwBLPjTsB/0/FSUCBEEQ3EnnB0N+gmpNIOsszL1NmaHxEH3DS3lLbmMxKXX30hMgpA4MnOPW9wpbKZroggiW3M5ttZauFNUc7pmt3N862227HqzZ2ZgTEwEP1lja/6vyj99qUkogDPoe1M7vQhAEQRCc5BcOw5cqjchzzsPc25V+mx6gL3jPMLprZkmW4e/n4dR/oAtQdkn7hrrn3AUu9YUTOUtepS6oCGorS8uT4jS5A24p2BW3bIJS0bSM7JW7NVFRqK/omecWuxfAr48p1blb3g8DvwGNzv3XEQRBEBR+YfDwn5eW5L4bAKe3uv0yjrYnCQnYcnPLfsJtX8OOuYAE934DEe5f7XDshnOhejeIYMntytxM91punADN7inoCzQM0k6V6XT2xDy9J/KVts2BxU+CbIO2D8FdX5SpRL0gCILgJJ8QGLYYanZWukH8cLeSxuFGmrAw1NXCQZYdtfpK7cTaS/1Be70BDXuXfYBFEDlLFcSlnCUPBUuSpLQEiW6tNBScf1+Z+sfZ85UM7sxXsphg6QSl5gdAhyfgjk9AJf65CYIglBtDIDz4K9S5GUzZSsC0ZbZbW6MYGtqLU5YhWDqzU0nVkK3QcrBH+4OKnKUK4lLOkhsTvK+k84XBCyAgGlLjYE4vOF+6rZv26qtuy1fKOgff3QnbvlK+7v4y9JsuAiVBEARvsCd921ck/n5emfE3O9fm41oceUulreR9dBXMvQPy06HGDXDnJx7d/HOpdIDIWfIqtaeX4eyCqsOjyyG0HmSchm/6uLwmLVutGI8oDYPdUmPp9Fb48iY4vRn0gUpyXvcXxa43QRAEb9IalByg3m+BpII9C5X3jPSEMp/anreUX5oecbsXwsL7wZyjFFwe9rsyVg+6lOBdRSt4VxYqTyZ4XymkNoxYqRQgO7MdvusP930Ljfo59XTz6dPIeXlIej26mjVLPw6bDbbPgeUTwWaGao3h/vkQXr/05xQqLKvVitns3lpfQsWj1WpL1fZJqKAkCbqMgaiW8MsjSmXs2d3h7tnQoGepT3up7Ukcss2G5MwqgizDfx/DqsnK1y3ugwGzymXzj7WqtzupLDyes3QlvzCltP3Pw+Ho/+DHIdDvXaXq9zVmdOyfBPQNGpS+zcnZvUpuUuI25esm/eGuWaAPKN35hApLlmWSk5NJT0/39lCEchIcHExUVBSSmB2uOureDI+vgUXD4OxumD8Qmt0NfaZCYIzLp9PXqYOk1WLLycGclISuRo2Sn2AxKr1OtxaUwukyBnpOKbdUDUfOkou74USw5GblkrN0JZ2fksP05zOwe55SVmD/r0ovnajmxT7Nnq+kL02+Un4G/PO2kpsk20Dnr5Q16DhKLLtVUfZAKSIiAl9fX/EGWoXJskxubi4pKSkAREdHe3lEglsF11TSOFZPgS1fwIHf4ehK6P6S8jfchTp4klaLrn59jIcOYTx8uORg6egqJWfq4gnl6z5TofPoMv4wriltzpIIltys3HKWrrqwFgbMVOpS/DsVEjYp+UMdRkKPl5VGhFco1U44cx7s+xlWvwk5yh9Smt0Dfd4u1acSoXKwWq2OQCksLMzbwxHKgY+PDwApKSlERESIJbmqRusDfadBqwdg6XOQuFWZ8dk1X9m6X78nqJx7zQ2NGmE8dIj8w3EE9CxiSS/tlNJ54vBfytf+UXD7B0rtwHImcpYqCI/XWSqJfU262d3KP8yDS5RPDft/g5tfUB73C3ccbnSlxlLKYdjxrZIYmJ+hPBbWAG5/X0nME6o0e46Sr6+vl0cilCf76202m0WwVFVFt4RHV8Du+bBqEpw/pOTBBsUq9fHaDIPAkmcWi90Rd/Gk8p7x36dKnzdJDZ2ehJtfVMoalDPZZsOWU7rSASJYcjNHzlJ5JHgXJ6iG0lLk+D+w7AW4cFRZmvv7BajVFZrcibV6d8xJSYDyqeAq+ZmQchCS9ylLegmbLjt/TWXGquMToNGX0w8lVARi6e36Il7v64RKBW2HQePbYf0HSuCUcRr+fRvWvKNsGmrUDyKbKRt4tD6Fnm5/D8mPi4OUQ3DoTzj0h/L+YVf7RrjtPYhoUp4/WSGXVxkXwZKXOXbDlWfOUnHq3QJPblRKyO/9Udn9EL8e4tdjTNEB4WgCVKh/H6os0xmClNL45/ZfvaVUUiu/LO0egXo9nJ6eFQRBECoJ31AlpeKW15SViR1zIWGjsnxmX0KTVBBWHyKaKh+W8zPRX7wIgDnhNNZPOqPWFhS9lNRQuxu0e1hJ1/By8O1Y8dFqkXSu7bwTwZKbqT3VSLe0NDro/JRySzul/IM/9Cf5R/YCYAjIVQKoogRWV34hanaC1kNETpIgCML1QGuAVvcrt5TDsGeB0ow3eT/kXYTUI8qtgAbQ+ERiyVNjzPLBt9NN0OROaHSb2xvhloUjX8nPz+VZUxEsuZl9ak82GpFNJpejV48KqaXsPOg8GuORCbBzKfpuA2BgNyUPKT9D2dUW2VQJkirQP3JBqAj27NnDO++8w4YNG0hNTaV27dqMGjWKcePGeXtoguAZEY2h1xTlvixD9jll9SHlkLITumBVQn9sHpbtBzHeMA3fIcO9OuTi2ErZFw5EsOR2Kr9L2xGtOTloKlKwdJn848oym6FLX2jR18ujEYTKYceOHVSrVo158+YRGxvLxo0befzxx1Gr1Tz99NPeHp4geJYkQUCUcqtfeNeboc0JcrYfJP94vHfG5gRrKfvCgQiW3E7SaJB8fJDz8pSs+5AQbw/pKrLVivFoQZuTopK7BaEK6d69Oy1btsRgMPD111+j0+kYNWoUkydPdvlcjz76aKGv69aty6ZNm/jtt99EsCRc1/QFJWiMpWl7Uk5KW2MJRLDkESp/P6x5eRUnb+kKplMJyPn5SAZD2dqcCNctWZbJM1u9cm0frdrlfIPvvvuO8ePHs2XLFjZt2sTw4cPp2rUrvXr1ol+/fqxfX0zeXoHsEn6XMzIyCA0VS9bC9c1QUILGeOSI821Pypm9DZnaxerdIIIlj1D7+WM9n1phgyXjESUxT1+/PpKonSKUQp7ZStPXV3jl2gen9MFX59qfrpYtWzJp0iQAGjRowMyZM1m9ejW9evXi66+/Ji+vdB3YN23axE8//cTSpUtL9XxBqCp0tWsrbU9yc51re+IFImepgin3/nAucgRLzhSjFIQqoGXLloW+jo6OdrTyqF69eqnOeeDAAQYMGMDrr79Or169yjxGQajMJK0WXb16GA8fxnjkSIUMlqwiWKpYLlXxrgC1lopgPKoES4aGIlgSSsdHq+bglD5eu7artNrCva4kScJmswGUahnu4MGD3HLLLYwcOZJXX33V5fEIQlWkb9jAESwF3HKLt4dzFUcTXZGzVDGoKlqtpSvkxxXMLIlgSSglSZJcXgqrqFxdhjtw4AC33HILDz/8MG+//bYHRyYIlYuhYUMyKajkXQGVti8ciGDJI+zJYzZvtjwphi03F/Pp04AIlgQBXFuGO3DgAD169KB3796MHz+e5ORkANRqNdWqVfPUEAWhUrC/pxiPHPXySIpmf09WlSLBu+Klq1cBFTlnyXjsGMgy6rAwNKJ7vCC45Oeff+b8+fPMnz+f6Ohox+2GG27w9tAEwevspWhM8fHYTCYvj+ZqjpwlP7EMVyFU5Jwle3K3QSR3C9eJNWvWXPXY4sWLS3WuyZMnl6o+kyBcDzQREaiCgrBlZGA6fhxDE+81zS2KrQxFKcXMkgdU5JylfPtOuAYiWBIEQRDcR5IkDA0aAJc+mFckZSlKKYIlD1A7ZpYqXrBkFMndgiAIgofY31vsG4kqkrIkeItgyQMcy3AVLMFbluVLNZZEsCQIgiC4mT1vqSLOLFlzxDJchWLPtLdWsJwla2oq1rQ0UKnQ16/n7eEIgiAIVYy+YcVchpNluUwVvEWw5AEVNWfJnq+kq1kTlY+Pl0cjCIIgVDX2fFhLSgqWtDQvj+YSOT8frEo/yypdOiAtLY1hw4YRFBREUFAQw4YNIz09vcTnDB8+HEmSCt06depU6Bij0ciYMWMIDw/Hz8+P/v37k5iYWKaxVtScJZGvJAiCIHiS2t8PbUHtsopUb8nxfixJqHxdnyyoNMHSkCFD2L17N8uXL2f58uXs3r2bYcOGXfN5ffv25ezZs47bsmXLCn3/mWee4ffff+fHH39kw4YNZGdnc8cdd2C1lr6juqPOUlZWqc/hCSJfSRAEQfC0S8UpK85SnDXrUo0lSeV66FMp6iwdOnSI5cuXs3nzZjp27AjAV199RefOnYmLi6NRQUJZUfR6PVFRUUV+LyMjgzlz5vDDDz/Qs2dPAObNm0dsbCyrVq2iT5/S9b5Sh4YCIOflYcvNReXrW6rzuNulYKmBl0ciCIIgVFX6Rg3J/vffihUsXbwAgDostFTPrxQzS5s2bSIoKMgRKAF06tSJoKAgNm7cWOJz16xZQ0REBA0bNmTkyJGOTuMAO3bswGw207t3b8djMTExNG/e/JrnLYnKzw9JrwfAcuFCqc/jTrLVivH4cQAMJQSXgiAIglAWhgo4s2RJVd6LNWHhpXp+pQiWkpOTiYiIuOrxiIgIR2+movTr14/58+fzzz//8MEHH7Bt2zZuueUWjEaj47w6nY6QkJBCz4uMjCzxvEajkczMzEK3y0mS5GglYklNdfrn9CTTqQRkoxHJxwdtbKy3hyMIgiBUUY5luKNHkW02L49GYbmgvBeXts2XV4OlyZMnX5WAfeVt+/btgBKAXEmW5SIft7v//vu5/fbbad68OXfeeSd///03R44cYenSpSWO61rnnTZtmiPRPCgoiNgigg91uBK9WivIzJLxiNIFWl+/fqnWawVBKOzChQvUqFEDSZKuudlEEK4nulq1kLRapXH7mTPeHg5w6b1YHV66YMmrOUtPP/00gwcPLvGY2rVrs3fvXs6dO3fV986fP09kZKTT14uOjqZWrVocPapk6EdFRWEymUhLSys0u5SSkkKXLl2KPc/EiRMZP3684+vMzMyrAqZLM0sVJVgS+UqC4E4jRoygZcuWnKkgbwaCUFFIWi26evUwHj6M8cgRdBVgNaOsy3BeDZbCw8MJD7/2wDt37kxGRgZbt26lQ4cOAGzZsoWMjIwSg5orXbhwgdOnTxMdHQ1Au3bt0Gq1rFy5kkGDBgFw9uxZ9u/fz7vvvlvsefR6PfqCnKTiaAqiV/vUn7fZaywZxE444TrTvXt3WrZsicFg4Ouvv0an0zFq1KgyNcT9/PPPSU9P5/XXX+fvv/9232AFoYowNGroCJYCbr3V28Nx5A9rKuPMkrOaNGlC3759GTlyJF9++SUAjz/+OHfccUehnXCNGzdm2rRp3H333WRnZzN58mQGDhxIdHQ08fHxvPzyy4SHh3P33XcDEBQUxIgRI3juuecICwsjNDSUCRMm0KJFC8fuuNJSF8wsVZxlOGU2TS+SuwV3kGUw53rn2lpfKGGZvCjfffcd48ePZ8uWLWzatInhw4fTtWtXevXqRb9+/Vi/fn2Jz8++rGbawYMHmTJlClu2bOHEiROl+hEEoapz9IirIEne1oL8YXUpc5YqRbAEMH/+fMaOHevYuda/f39mzpxZ6Ji4uDgyMjIAUKvV7Nu3j++//5709HSio6Pp0aMHixYtIiAgwPGcjz76CI1Gw6BBg8jLy+PWW29l7ty5qNXqMo3XPtVXEZbhbDk5mE+fBkSNJcFNzLkwNcY71345CXSudQ1v2bIlkyZNAqBBgwbMnDmT1atX06tXL77++mvy8vKcOo/RaOSBBx7gvffeo2bNmiJYEoRiXKq1VDEKUzpmlirjMpwrQkNDmTdvXonHyLLsuO/j48OKFSuueV6DwcCMGTOYMWNGmcd4uUvLcN4PlozHjoEsow4PRxNauhoTglCZtWzZstDX0dHRjjIi1QuqDTtj4sSJNGnShAcffNCt4xOEqsYeLJni47EZjaiukbriadfFMlxl5FiGqwClAy7lK4nkbsFNtL7KDI+3ru3qU7TaQl9LkoStYEuzK8tw//zzD/v27eOXX34BLn1ACw8P55VXXuGNN95weWyCUBVpIiJQBwVhzcjAdPw4hqZNvTYWW04OcsHscWlLB4hgyUM0BYnrFWJmyZ6v1FDkKwluIkkuL4VVVK4sw/3666+Fjt22bRuPPvoo69evp169ep4aoiBUOpIkoW/YkNxt28g/csSrwZL9fVjy8UHlV7q/WyJY8hB79GrLzvb6FKToCScIxXNlGe7KgCi1YOa4SZMmBAcHu3NYglDp2YMlb+ctXSobULpZJagkFbwrI1VgIFLB1L83l+JkWcYYV1CQUgRLgiAIQjlxJHkXvAd5S1mrd4OYWfIYSZJQh4VhSU7GcuECWhc+vbqT5fx5rOnpoFKhry+WCYTrz5o1a656bPHixW45d/fu3QttLBEE4RJDI3v5AO8GS5eqd5duJxyImSWPqghVvO0Rva52bVQGg9fGIQiCIFxf9A0agCRhPZ+K5eJFr41DLMNVcOoKUMXbsQTXSCzBCYIgCOVH5eeHtqbS6sSbS3GOZbhSlg0AESx5lL34lTereOcfVv6BGho19toYBEEQhOuToWAXtv29yBusBTNLpa3eDSJY8qiKsQx3GAB9Y1E2QBAEQShf9vce4+HDXhtDWat3gwiWPMrbzXRtJhPGEycBMIiecIIgCEI5s7/3eLNHnFiGq+DU9mU4L80smY4dA6sVVVAQmqgor4xBEARBuH7pGyspIKZjx5DNZq+MQSzDVXDeruJ9KV+pEZKLXdoFQRAEoay01auj8vNDNpsdKx3lyZaXhy0nB7j0nlwaIljyIG830720E04swQmCIAjlT5Ikx3uQ0Qv1lhytTnQ6VP7+pT6PCJY8yD7lZ8vIQDaZyv36+QXBkkEkdwuCIAheYn8PyvdCkre9g4Y6PKxMKywiWPIgdVAQaJQi6eVdkEuWZcfuA9FAVxAEQfAWfUHpGmNc+Sd5u2MnHIhgyaMklQpNaChQ/uUDLCmXtTlpUL9cry0IVd3cuXNp2bIlBoOBqKgonn76aW8PSRAqLEfbk7jyn1lyR/VuEL3hPE4dHoYlJQVrOZcPsNdX0tWpI9qcCIIbffjhh3zwwQe89957dOzYkfz8fE6cOOHtYQlChVWo7cmFC2UOXFxhLxugLkPZABDBksdpwsIxUv4zS458JdHmRPAAWZbJs+R55do+Gh+Xcg+6d+/umAX6+uuv0el0jBo1ismTJ7t87bS0NF599VX+/PNPbr31VsfjzZo1c/lcgnC9sLc9MZ9KwBgXh6ZLl3K7tjXVPctwIljyMEcV73LeEWc8bN8JJ9qcCO6XZ8mj44KOXrn2liFb8NX6uvSc7777jvHjx7NlyxY2bdrE8OHD6dq1K7169aJfv36sX7++xOdnZ2cDsHLlSmw2G2fOnKFJkyZkZWXRpUsXPvjgA2JjY0v9MwlCVWdo1BjzqQTyD8fhV47B0qWcJTGzVKHZyweU9zKcfW1Y7IQTBGjZsiWTJk0CoEGDBsycOZPVq1fTq1cvvv76a/LynJslO3HiBDabjalTp/LJJ58QFBTEq6++Sq9evdi7dy86nc6TP4YgVFr6xo3I+t//HCki5cUd1btBBEseZ6/iXZ7LcDajEdPJeEDUWBI8w0fjw5YhW7x2bVe1bNmy0NfR0dGkpKQAUL16dafPY7PZMJvNfPrpp/Tu3RuAhQsXEhUVxb///kufPn1cHpsgXA8cbU/KeUfcperdYhmuQvNGYUpjQZsTdVAQmsjIcruucP2QJMnlpTBv0mq1hb6WJAmbzQbg0jJcdHQ0AE2bNnV8r1q1aoSHh5OQkODOIQtCleIoH3D8OLLJhFROs7COZTgxs1Sx2ddJy3MZzl7LQi/anAjCNbmyDNe1a1cA4uLiqFGjBgAXL14kNTWVWrVqeWyMglDZaavHoPL3x5adjfFkfLlsPrIZjdiysgCRs1TheWMZzr4mrBf5SoJwTa4swzVs2JABAwYwbtw4Zs+eTWBgIBMnTqRx48b06NHDg6MUhMrN3vYkb8cOjHGHyyVYstpXdLRaVEFBZTqXKErpYY4E7/R0ZIulXK55qYGu2AknCO72/fff07FjR26//XZuvvlmtFoty5cvv2qpTxCEwhx5S4fLp0ecYwkuNLTMqyxiZsnD1MHBoFKBzYbl4kW0EREevZ4sy6KBriBcZs2aNVc9tnjx4lKfLzAwkDlz5jBnzpzSD0oQrkOOhrpx5RQsFfSFc0cRTDGz5GGSWo26oOWJtRySvC0pKaLNiSAIglDhOBrqllOwZH/PLWv1bhDBUrlwFKYsh7wle/NcXZ06qPR6j19PEARBEJzhaHuSmuqY9fEkR1+48GplPpcIlsrBpSrenv/HYa9hYRBLcIIgCEIFovL1RVezJlA+s0vuqt4NIlgqF2pHFe/ym1nSNxbJ3YIgCELFYn9vMpZDkrfVTdW7QQRL5UJTjuUDRANdQRAEoaK6lLfk+bYnFjdV7wYRLJWLS1W8PbsMZ8vPx3TyJCBmlgRBEISKx7EjrhxmltxVvRtEsFQu1PYq3h6eWTIePgw2G+rQUDQeLlEgCIIgCK4yNGkCKG1PbE5Wzi8t6/VYOiAtLY1hw4YRFBREUFAQw4YNIz09vcTnSJJU5O29995zHNO9e/ervj948GC3jt2xDOfhnKW8ffsBMLRoLtqcCIIgCBWOJioKdXg4WK3kH/LcUpxsNmPNyABQrldGlSZYGjJkCLt372b58uUsX76c3bt3M2zYsBKfc/bs2UK3b775BkmSGDhwYKHjRo4cWei4L7/80q1jL69muvn79wHg07yFR68jCIIgCKUhSRI+zZsDl96zPMFy8aJyR61GXcZWJ1BJgqVDhw6xfPlyvv76azp37kznzp356quv+Ouvv4grYfthVFRUoduSJUvo0aMHdevWLXScr69voeOC3PA/9nKOZbiLF5GtVree+3KXzywJguAZ27Zt49ZbbyU4OJiQkBB69+7N7t27vT0sQag07O9R9vcsT3BU7w4NRVKVPdSpFMHSpk2bCAoKomPHjo7HOnXqRFBQEBs3bnTqHOfOnWPp0qWMGDHiqu/Nnz+f8PBwmjVrxoQJE8gq6FLsLprQUJAksNmU6toeYM3OdiR326N2QRDcKysriz59+lCzZk22bNnChg0bCAwMpE+fPpjNZm8PTxAqBZ8WyupH/j7PzSxdqt5d9iU4qCS94ZKTk4koImE5IiKC5ORkp87x3XffERAQwD333FPo8aFDh1KnTh2ioqLYv38/EydOZM+ePaxcubLYcxmNRoxGo+PrzMzMEq8taTSog4OxpqVhSb3glmSzK+UfOAiyjCY6Go2b/nEIQlXQvXt3WrZsicFg4Ouvv0an0zFq1CgmT57s8rni4uJIS0tjypQpxMbGAjBp0iRatmxJQkIC9erVc/PoBaHqMRQES6b4eKyZmagDA91+DUf1bje933p1Zmny5MnFJmHbb9u3bwcoMmFZlmWnE5m/+eYbhg4disFgKPT4yJEj6dmzJ82bN2fw4MH88ssvrFq1ip07dxZ7rmnTpjkSzYOCghx/NEuicRSm9Ez5gEv5SmJWSfA8WZax5eZ65SbLssvj/e677/Dz82PLli28++67TJkyxfGBqF+/fvj7+5d4s2vUqBHh4eHMmTMHk8lEXl4ec+bMoVmzZtSqVctt/38FoSrThISgrV4dgPyDBz1yDXupHncFS16dWXr66aevufOsdu3a7N27l3Pnzl31vfPnzxMZGXnN66xfv564uDgWLVp0zWPbtm2LVqvl6NGjtG3btshjJk6cyPjx4x1fZ2ZmXjNgUoeFw9FjHkvyvpSvJJK7Bc+T8/KIa9vOK9dutHMHkq+vS89p2bIlkyZNAqBBgwbMnDmT1atX06tXL77++mvynNzCHBAQwJo1axgwYABvvvkmAA0bNmTFihVoNJViol4QKgRDixaYz5whb98+/Dp1cvv57aV63NFEF7wcLIWHhxPuxJJR586dycjIYOvWrXTo0AGALVu2kJGRQZcuXa75/Dlz5tCuXTtatWp1zWMPHDiA2WwmOjq62GP0ej16F5vUerqZrn3t10ckdwvCVVq2bFno6+joaFJSUgCoXvAJ1xl5eXk8+uijdO3alYULF2K1Wnn//fe57bbb2LZtGz4+Pm4dtyBUVT7Nm5G1fDn5HkryvtQX7jrKWWrSpAl9+/Zl5MiRjm39jz/+OHfccQeNLmsY27hxY6ZNm8bdd9/teCwzM5Off/6ZDz744KrzHj9+nPnz53PbbbcRHh7OwYMHee6552jTpg1du3Z168/gyWU4y8WLmM+cAcDQrJnbzy8IV5J8fGi0c4fXru0qrVZb+ByShM1mA5RluPXr15f4/OzsbAAWLFhAfHw8mzZtQlWww2bBggWEhISwZMkSt9doE4SqylBQ4ibPQ+UDLG7sCweVJFgCZcfa2LFj6d27NwD9+/dn5syZhY6Ji4sjo6AIld2PP/6ILMs88MADV51Tp9OxevVqPvnkE7Kzs4mNjeX2229n0qRJqNVqt45f7cH+cPn7lchcV7u2RxLlBOFKkiS5vBRWUbmyDJebm4tKpSqUK2n/2h58CYJwbYbmzUCSsCSdxXLB/RufHMtwVSFnyRWhoaHMmzevxGOKSvx8/PHHefzxx4s8PjY2lrVr17plfNfiWIbzQM5SXsESnMhXEgTXubIM16tXL55//nlGjx7NmDFjsNlsvPPOO2g0Gnr06OHBUQpC1aL290dXpw6mEyfI27ePgO7d3Xr+S33h3LMMVynqLFUFnmyma1/zFflKguBZjRs35s8//2Tv3r107tyZG2+8kaSkJJYvX15inqMgCFezv2e5O29JtliwpqUBVWQ33PXEvgzn7ma6siyTV7AMZxBtTgThKmvWrLnqscWLF5f6fL169aJXr16lH5AgCIDynpWx5A+35y1Z09JAlkGlQh0S4pZzipmlcqKJqAYoJdhtlxW0LCtLcrLSWVmtxtCksdvOKwiCIAiedPnMUmnqpxXHnJQEKLNKkpvyj0WwVE401aopzfxsNkzHj7vtvPZ8JX2DBqjEtmVBEAShktA3aQIaDdaLF7EUBDjukH/kiHL+Bg3cdk4RLJUTSZLQN2wIXHoh3SF//wFA5CsJgiAIlYtKr0ffUAlo3NlU1xhXECxdVlqorESwVI7sL5z9hXQHe5sTQzMRLAmCIAiVi09Brm2+G/OWjPaZpYIJCncQwVI50jdSXjhjXJxbzqckdyszSwYxsyQIgiBUMvb3Lvt7WVnJsux4jzU0EsFSpWSwL8Mddc/MkvnUKWyZmUg6nePcgiAIglBZ2Ju/5+/fj+yGwq6WlBSsGRmgVqOrV6/M57MTwVI50tevD5KE9XyqW4pT2td49U0aI13RzkEQBEEQKjp9/fpIej227GxM8afKfD77Epyudm1ULvZwLYkIlsqRys8Pbc1Y4NILWhb2NV4fUV9JEARBqIQkrRZDkyaAe/KWPLEEByJYKnf25TJ3BEv2mSWRryQIgiBUVvZWXe7YEZdv3wnX0H074UAES+XO/gLml3FHnGyxkH/oEAA+oiecIAiCUEldKk7phpklD+yEAxEslTt37YjL27cPOS8PVWAgujp13DE0QRAu89prrxXbhLuyMxqN1KxZkx07dnh7KIKAT+vWAOQdOIA1O6fU55FNJownTgBiGa7ScyzDHTuGbLWW+jw5G/4DwK9LFySVeBkFoTjr1q3jzjvvJCYmBkmSiu0L1717d7744gsAzp07xyeffMLLL7/s8nk8oXsJHdmv/J7ZbObFF1+kRYsW+Pn5ERMTw0MPPUTSZRWS9Xo9EyZM4MUXX/TQiAXBedrYWLSxsWA2k7t1S6nPYzwZD2YzKn9/NDEx7hsgIlgqd9rYWCQfH2SjEdOphFKfJ3vDegD8b+zmrqEJQpWUk5NDq1atmDlzZrHHXLx4kY0bN3LnnXcCMGfOHDp37kzt2rVdOs+VateuXWQjX2f89ddf7Ny5s9BjP/74I0eOHCnxe7m5uezcuZPXXnuNnTt38ttvv3HkyBH69+9f6PihQ4eyfv16DhUs5wuCt0iS5Hgvy9mwYq22dAAAE3FJREFUodTnuXwJTpIkt4zNTuPWswnXJKnV6Bs0IH/vXoxH4tDXdX0JzZKWRv5eZW3Xr2tXdw9REK5JlmUsprLXRCkNjU7l0h/Cfv360a9fvxKPWbp0Ka1ataJ69eqAEng88cQTLp/HFd9//z1PPfUUu3btokFBD6sxY8awYsUKdu3aRd26dXn22Wfp1KkT6enpDBo0iLCwMPr06YPFYin2e0FBQaxcubLQtWbMmEGHDh1ISEigZs2aAISFhdGlSxcWLlzIlClT3PZzCUJp+HW7kbQFC8letx5ZlksV7BiPKOktejcvwYEIlrxC39AeLB2Bvn1dfn7Oxo0gy+gbNEAbFeWBEQpCySwmG7PHrfXKtR//5Ga0evd0Erf7448/GDBgAABpaWns37+f9u3bu/UaV3rooYf466+/GDp0KBs3bmTVqlV8+eWX/Pfff/j5+dG0aVNWrFjBkCFD2LNnD6NHj2bkyJEAhISEFPu9omRkZCBJEsHBwYUe79ChA+vXr/fkjykITvHr2AG0WsyJiZhPnUJ32ayus/IdZQPcuxMOxDKcVxjKuCPOka90441uG5MgXK+MRiMrVqxwBEunTp1ClmVi3JzzUJQvv/ySs2fPMnbsWIYPH86kSZO44YYbAIiLi6Nfv37Ur1+fVq1asXLlSp566inS0tJK/N6V8vPzeemllxgyZAiBgYGFvle9enXi4+M9/nMKwrWo/PzwbdsWgOz1pVuKczTQ9UBHCzGz5AWXGuq6viNOluVL+UrdxBKc4B0anYrHP7nZa9d2p3/++YewsDBa2Gu95OUBYDAYXD7XqFGjmDdvnuPr3Nxc+vXrh1p9aSbs4MGDjqWwkJAQ5syZQ58+fejSpQsvvfSS47gjR47w9ttv07ZtW9atW8dPP/3EwoULOX/+fInfCwkJcZzDbDYzePBgbDYbs2bNumq8Pj4+5ObmuvxzCoIn+N/YjdwtW8jZsIHQYQ+69FxrejqWc+cA0Bcsa7uTCJa8QN9QeSHNiYlYs3NQ+/s5/VxjXBzW86lIPj74tGvnqSEKQokkSXL7Upi3XL4EBxAeHg4oy3HVqlVz6VxTpkxhwoQJjq+7d+/O9OnT6dixo+OxK2es1q1bh1qtJikpiZycHMfsjz3Z/HIPPPAAAA2L+ORs/56d2Wxm0KBBnDx5kn/++eeqWSVQEttd/RkFwVP8unWD9z8gZ+tWbEajS+1K8guSu7XVq6MOCHD72MQynBdoQkLQREQAYHSxqa59p4Bfhw5u7XsjCNcjWZb5888/C+0Uq1evHoGBgRw8eNDl80VERFC/fn3HTaPRUL169ases9u4cSPvvvsuf/75J4GBgYwZM6bI85a0o66o79kDpaNHj7Jq1SrCwsKKfO7+/ftp06aNSz+jIHiKvlEj1NXCkfPyyHOxBphjCc4D+UoggiWvubQU51qwZF/L9esmSgYIgjOys7PZvXs3u3fvBuDkyZPs3r2bhIQEduzYQU5ODjfddJPjeJVKRc+ePdlwxRbmks5TGllZWQwbNowxY8bQr18/FixYwE8//cTPP/9cqvPZWSwW7r33XrZv3878+fOxWq0kJyeTnJyMyWQqdOz69evp3bt3ma4nCO4iSRL+3ZRc3OyC3FxnXSob4P4lOBDBktfYq4vatzo6w5aTQ25BbRVRX0kQnLN9+3batGnjmEEZP348bdq04fXXX2fJkiXcfvvthWZ7AB5//HF+/PFHbDabU+cpjXHjxuHn58fUqVMBaNasGdOnT2fUqFGcOXOmVOcESExM5I8//iAxMZHWrVsTHR3tuG3cuNFx3KZNm8jIyODee+8t9bUEwd38CnJxc1zcpZl/xHM74UDkLHmNPVs/34WGujlbtoLZrFQ7rVXLU0MThCqle/fuyLJc5PdatmzJq6++etXjvXv3pnr16ixatMiRC1TSeYpT0k6zb7755qrHxo4dy9ixY126xpVq167t1Dg//PBDnn/+eXx8fMp0PUFwJ78uXUCSMB49ijk52anyOLLNhvHoMUAsw1U5ly/DOfsHOOeyqt3urk4qCNcbk8nEwIEDiyw0KUkSs2fPxmKxeGFknmc0GmnVqhXPPvust4ciCIVoQkIwtFR2pjpbzducmIicm4uk06Er2GnqbiJY8hJ9nTqg0WDLysJy9uw1j5dlmex1SrAk8pUEoex0Oh2TJk0ioJidM61atWLYsGHlPKryodfrefXVV8WsklAhuZq3ZC9Gqa9fH0njmQUzESx5iaTTKQETzi3FmU+dwpyYCFotvh06XvN4QRAEQaiMHHlLGzciOzG76+mdcCCCJa9yZUecPcL2bdvWpbpMgiAIglCZ+LRogSooCFtmJnkFfVBLcnkDXU8RwZIX2Zv9OVPJ274zwE9U7Ra8yNUEZ6FyE6+34A2SRoNfl86Ac3lLRkdPOBEsVUkGx464koMla1YWOVu3AuAv+sEJXqDVagFEa4zrjP31tr/+glBe/Atyc7NWr0a+rITHlWy5uZgKap15chlOlA7wIn2TJiBJmI4dJ3vDf8X2ekt59z3kvDx0dep49B+DIBRHrVYTHBxMSkoKAL6+vmJHZhUmyzK5ubmkpKQQHBxcqLedIJQH/5tvRvLxwRgXR/pPPxEyeHCRx138YR7IMprISDTFVKp3BxEseZE2IoKQIUNImz+fs6+8Qt0/lqAOCip0TM7mzaQXVPSNnvKGeIMSvCaqoN6JPWASqr7g4GDH6y4I5UkTHk7Es89wbuo0Ut57H/+bbkJ7RV/F/MOHOT9zJgDVnn3Go+ORZLEoXWaZmZkEBQWRkZFRZLPKktjy8jh59z2Y4uMJvPNOqr/37qXv5eZyov8AzImJhAx5gKhSVgoWBHeyWq2YzWZvD0PwMK1WK2aUBK+SrVZODX2QvN278bvxRmJnf+mYMLCZTMTfex/GI0fw73krNWbMKNVkgrPv35VmZuntt99m6dKl7N69G51OR3p6+jWfI8syb7zxBrNnzyYtLY2OHTvy2Wef0axZM8cxRqORCRMmsHDhQvLy8rj11luZNWsWNWrU8OBPc4nKx4eYd6YRP2QomX/+ScCttxLYtw8AKR9/jDkxEU1MNNXGP1cu4xGEa1Gr1eJNVBAEj5PUaqKnvs3Ju+4mZ/16MpYsIfiuuwBInTET45EjqENDiX7D86sulSbB22Qycd999/Hkk086/Zx3332XDz/8kJkzZ7Jt2zaioqLo1asXWVlZjmOeeeYZfv/9d3788Uc2bNhAdnY2d9xxB1ar1RM/RpF8Wrcm7PGRACRPnozl/Hlyd+4i7Yd5AES/MUWUCxAEQRCuO/q6dQkfPRqAc9PeKXh/3MmFOXMAiHpjskdzlewq3TLc3LlzeeaZZ645syTLMjExMTzzzDO8+OKLgDKLFBkZyfTp03niiSfIyMigWrVq/PDDD9x///0AJCUlERsby7Jly+jTp49TYyrLMpxjvCYTJ+8fjPHQIfxuvgnz6URMJ04QdNddxLwzrVTnFARBEITKTjabOXn//RgPHsK/Rw+Mx49jTkggaMAAYqa/U6ZzO/v+XWlmllx18uRJkpOT6d27t+MxvV7PzTff7Oi8vWPHDsxmc6FjYmJiaN68eaHu3OVB0umIeecdJK2WnLXrMJ04gTo8nMiXXizXcQiCIAhCRSJptcS8/TZoNGT/+y/mhAQ0UVFEvvJyuY2h0uQsuSo5ORmAyMjIQo9HRkZy6tQpxzE6nY6QkJCrjrE/vyhGoxGj0ej4OiMjA1Ai1DKJjsLwxOOc/+RT5cvnxpOjUkFZzysIgiAIlVn16uiGPcjFr5XltxqvvEwOlPn90f6+fa1FNq8GS5MnT+aNN94o8Zht27bRvn37Ul/jyqQvWZavmQh2rWOmTZtW5LhjY2NLN8ji3HOPe88nCIIgCFXBZStC7pCVlUXQFaV7LufVYOnpp59mcDGFpuxq165dqnPba4MkJycTHR3teDwlJcUx2xQVFYXJZCItLa3Q7FJKSgpdunQp9twTJ05k/Pjxjq9tNhsXL14kLCysUtdByszMJDY2ltOnT5c690pwD/FaVBzitag4xGtRcVSV10KWZbKysoi5oobTlbwaLIWHhxMeHu6Rc9epU4eoqChWrlxJmzZtAGVH3dq1a5k+fToA7dq1Q6vVsnLlSgYNGgTA2bNn2b9/P++++26x59br9ej1+kKPBQcHe+Tn8IbAwMBK/Y+/KhGvRcUhXouKQ7wWFUdVeC1KmlGyqzQ5SwkJCVy8eJGEhASsViu7d+8GoH79+vj7+wPQuHFjpk2bxt13340kSTzzzDNMnTqVBg0a0KBBA6ZOnYqvry9DhgwBlP9BI0aM4LnnniMsLIzQ0FAmTJhAixYt6Nmzp7d+VEEQBEEQKpBKEyy9/vrrfPfdd46v7bNF//77L927dwcgLi7OkWwN8MILL5CXl8dTTz3lKEr5v//9j4CAAMcxH330ERqNhkGDBjmKUs6dO1cU3RMEQRAEAaiEdZYEzzEajUybNo2JEydetcwolC/xWlQc4rWoOMRrUXFcb6+FCJYEQRAEQRBKUGWLUgqCIAiCILiDCJYEQRAEQRBKIIIlQRAEQRCEEohgSRAEQRAEoQQiWBJKZDQaad26NZIkOWpbCeUnPj6eESNGUKdOHXx8fKhXrx6TJk3CZDJ5e2jXhVmzZlGnTh0MBgPt2rVj/fr13h7SdWnatGnccMMNBAQEEBERwV133UVcXJy3hyWgvDb2uoZVmQiWhBK98MIL1ywDL3jO4cOHsdlsfPnllxw4cICPPvqIL774gpdfLr9u29erRYsW8cwzz/DKK6+wa9cubrzxRvr160dCQoK3h3bdWbt2LaNHj2bz5s2sXLkSi8VC7969ycnJ8fbQrmvbtm1j9uzZtGzZ0ttD8ThROkAo1t9//8348eP59ddfadasGbt27aJ169beHtZ177333uPzzz/nxIkT3h5KldaxY0fatm3L559/7nisSZMm3HXXXUybNs2LIxPOnz9PREQEa9eu5aabbvL2cK5L2dnZtG3bllmzZvHWW2/RunVrPv74Y28Py2PEzJJQpHPnzjFy5Eh++OEHfH19vT0c4TIZGRmEhoZ6exhVmslkYseOHfS+orN579692bhxo5dGJdjZOzWI3wPvGT16NLfffvt10xqs0rQ7EcqPLMsMHz6cUaNG0b59e+Lj4709JKHA8ePHmTFjBh988IG3h1KlpaamYrVaiYyMLPR4ZGQkycnJXhqVAMrfp/Hjx9OtWzeaN2/u7eFcl3788Ud27tzJtm3bvD2UciNmlq4jkydPRpKkEm/bt29nxowZZGZmMnHiRG8Pucpy9rW4XFJSEn379uW+++7jscce89LIry+SJBX6Wpblqx4TytfTTz/N3r17WbhwobeHcl06ffo048aNY968eRgMBm8Pp9yInKXrSGpqKqmpqSUeU7t2bQYPHsyff/5Z6E3BarWiVqsZOnRooYbGQuk4+1rY/xglJSXRo0cPOnbsyNy5c1GpxOccTzKZTPj6+vLzzz9z9913Ox4fN24cu3fvZu3atV4c3fVrzJgxLF68mHXr1lGnTh1vD+e6tHjxYu6+++5CzeatViuSJKFSqTAajVWyEb0IloSrJCQkkJmZ6fg6KSmJPn368Msvv9CxY0dq1KjhxdFdf86cOUOPHj1o164d8+bNq5J/iCqijh070q5dO2bNmuV4rGnTpgwYMEAkeJczWZYZM2YMv//+O2vWrKFBgwbeHtJ1Kysri1OnThV67JFHHqFx48a8+OKLVXZpVOQsCVepWbNmoa/9/f0BqFevngiUyllSUhLdu3enZs2avP/++5w/f97xvaioKC+OrOobP348w4YNo3379nTu3JnZs2eTkJDAqFGjvD20687o0aNZsGABS5YsISAgwJE3FhQUhI+Pj5dHd30JCAi4KiDy8/MjLCysygZKIIIlQajQ/ve//3Hs2DGOHTt2VaAqJoU96/777+fChQtMmTKFs2fP0rx5c5YtW0atWrW8PbTrjr18Q/fu3Qs9/u233zJ8+PDyH5Bw3RHLcIIgCIIgCCUQWaKCIAiCIAglEMGSIAiCIAhCCUSwJAiCIAiCUAIRLAmCIAiCIJRABEuCIAiCIAglEMGSIAiCIAhCCUSwJAiCIAiCUAIRLAmCIAiCIJRABEuCIAiCIAglEMGSIAiCIAhCCUSwJAiCcIXz588TFRXF1KlTHY9t2bIFnU7H/9u7Q5RlojAMwy+mL6jVLUwQ0aDdbHEfZrch01zAVKMYxGAQi5bBLojgFgSD/P1HT/SU61rBE2/eMzDb7TbjMiAH/4YD+GCz2cR0Oo3j8RhFUcRgMIjJZBJlWeaeBvyYWAL4YjabxW63i+FwGHVdx+l0ir+/v9yzgB8TSwBfPJ/P6Ha7cb/f43w+R6/Xyz0JyMA3SwBfXK/XeDwe8X6/43a75Z4DZOKyBPDB6/WK0WgU/X4/iqKIxWIRl8slOp1O7mnAj4klgA/m83msVquo6zqazWaMx+NotVqxXq9zTwN+zDMcwH/2+32UZRlVVUW73Y5GoxFVVcXhcIjlcpl7HvBjLksAAAkuSwAACWIJACBBLAEAJIglAIAEsQQAkCCWAAASxBIAQIJYAgBIEEsAAAliCQAgQSwBACSIJQCAhH/+OmSzzWyzjwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    " filenameb = \"polyb.txt\"\n",
    "rb = read_files(filenameb) \n",
    "# 输入系数和结点  \n",
    "coefft1 = rb[1]  # 系数列表  \n",
    "nodes1 = rb[0]  # 结点列表  \n",
    "coefft2 = rb[3]  # 系数列表  \n",
    "nodes2 = rb[2]  # 结点列表  \n",
    "coefft3 = rb[5]  # 系数列表  \n",
    "nodes3 = rb[4]  # 结点列表  \n",
    "coefft4 = rb[7]  # 系数列表  \n",
    "nodes4 = rb[6]  # 结点列表  \n",
    "  \n",
    "# 生成横坐标值  \n",
    "xb= np.linspace(-5, 5, 100)  \n",
    "# 创建包含多个子图的图像  \n",
    "fig, axes = plt.subplots()  \n",
    "# 在每个子图中绘制多项式图像  \n",
    "axes.plot(xb, poly_inter(coefft1, nodes1, xb) ,label='n=2')  \n",
    "axes.plot(xb, poly_inter(coefft2, nodes2, xb), label='n=4')  \n",
    "axes.plot(xb, poly_inter(coefft3, nodes3, xb), label='n=6')  \n",
    "axes.plot(xb, poly_inter(coefft4, nodes4, xb), label='n=8')  \n",
    "axes.plot(xb, 1/(1+xb**2), label='1/(1+x**2)')  \n",
    "  \n",
    "# 添加图例  \n",
    "axes.legend()  \n",
    "\n",
    "# 设置 x 轴范围和标签  \n",
    "axes.set_xlim(-5, 5)  \n",
    "axes.set_xlabel('x')  \n",
    "  \n",
    "# 设置 y 轴范围和标签  \n",
    "axes.set_ylim(-1, 1.1)  \n",
    "axes.set_ylabel('f(x)')  \n",
    "  \n",
    "# 设置坐标轴标签和标题  \n",
    "axes.set_title('Equidistance Interpotation')  \n",
    "  \n",
    "# 显示图像  \n",
    "plt.show() \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6a63a82c-4e7b-4e4e-95ce-8cac2f6ef084",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "filenamec = \"polyc.txt\"\n",
    "rc = read_files(filenamec)\n",
    "\n",
    "\n",
    "\n",
    "# 输入系数和结点  \n",
    "coefft1 = rc[1]  # 系数列表  \n",
    "nodes1 = rc[0]  # 结点列表  \n",
    "coefft2 = rc[3]  # 系数列表  \n",
    "nodes2 = rc[2]  # 结点列表  \n",
    "coefft3 = rc[5]  # 系数列表  \n",
    "nodes3 = rc[4]  # 结点列表  \n",
    "coefft4 = rc[7]  # 系数列表  \n",
    "nodes4 = rc[6]  # 结点列表  \n",
    "  \n",
    "# 生成横坐标值  \n",
    "xc= np.linspace(-1.5, 1.5, 100)  \n",
    "  \n",
    "# 创建包含多个子图的图像  \n",
    "fig, axes = plt.subplots()  \n",
    "  \n",
    "# 在每个子图中绘制多项式图像  \n",
    "axes.plot(xc, poly_inter(coefft1, nodes1, xc) ,label='n=2')  \n",
    "axes.plot(xc, poly_inter(coefft2, nodes2, xc), label='n=4')  \n",
    "axes.plot(xc, poly_inter(coefft3, nodes3, xc), label='n=6')  \n",
    "axes.plot(xc, poly_inter(coefft4, nodes4, xc), label='n=8')  \n",
    "axes.plot(xc, 1/(1+25*xc**2), label='1/(1+25x**2)')  \n",
    "  \n",
    "# 添加图例  \n",
    "axes.legend()  \n",
    "\n",
    "# 设置 x 轴范围和标签  \n",
    "axes.set_xlim(-1.5, 1.5)  \n",
    "axes.set_xlabel('x')  \n",
    "  \n",
    "# 设置 y 轴范围和标签  \n",
    "axes.set_ylim(-0.4, 1.2)  \n",
    "axes.set_ylabel('f(x)')  \n",
    "  \n",
    "# 设置坐标轴标签和标题  \n",
    "axes.set_title('Chebyshev Polynomial')  \n",
    "  \n",
    "# 显示图像  \n",
    "plt.show() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "a2aeb5e8-856a-44c5-abe4-36c12e56b6e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "filenamed = \"polyd.txt\"\n",
    "rd = read_files(filenamed)\n",
    "\n",
    "\n",
    "                    \n",
    "# 输入系数和结点  \n",
    "coefft1 = rd[1]  # 系数列表  \n",
    "nodes1 = rd[0]  # 结点列表  \n",
    "\n",
    "# 生成横坐标值  \n",
    "xd= np.linspace(0,15,100)  \n",
    "\n",
    "#插值多项式\n",
    "yd = poly_inter(coefft1, nodes1, xd)\n",
    "#导数\n",
    "yd_der = np.gradient(yd,xd)\n",
    "\n",
    "# 创建包含多个子图的图像  \n",
    "fig, axes = plt.subplots()  \n",
    "  \n",
    "# 在每个子图中绘制多项式图像  \n",
    "axes.plot(xd, poly_inter(coefft1, nodes1, xd) ,label='displacement')  \n",
    "axes.plot(xd, yd_der ,label='velocity')  \n",
    "\n",
    "  \n",
    "# 添加图例  \n",
    "axes.legend()  \n",
    "\n",
    "# 设置 x 轴范围和标签  \n",
    "axes.set_xlim(0,15)  \n",
    "axes.set_xlabel('time/(s)')  \n",
    "  \n",
    "# 设置 y 轴范围和标签  \n",
    "axes.set_ylim(0,1200)  \n",
    "axes.set_ylabel('displacement/(feet)')  \n",
    "  \n",
    "# 设置坐标轴标签和标题  \n",
    "axes.set_title('Car in road')  \n",
    "  \n",
    "# 显示图像  \n",
    "plt.show() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "713307b4-8a00-481f-a020-d5f1e5c61f70",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "filenamee = \"polye.txt\"\n",
    "re = read_files(filenamee)\n",
    "# 生成横坐标值  \n",
    "xe= np.linspace(-8,43,100)  \n",
    "coefft1 = re[1]  # 系数列表  \n",
    "nodes1 = re[0]  # 结点列表  \n",
    "coefft2 = re[2]  # 系数列表  \n",
    "nodes2 = re[0]  # 结点列表  \n",
    "# 创建包含多个子图的图像  \n",
    "fig, axes = plt.subplots()  \n",
    "  \n",
    "# 在每个子图中绘制多项式图像  \n",
    "axes.plot(xe, poly_inter(coefft1, nodes1, xe) ,label='Sp1')  \n",
    "axes.plot(xe, poly_inter(coefft2, nodes2, xe) ,label='Sp2')  \n",
    "\n",
    "  \n",
    "# 添加图例  \n",
    "axes.legend()  \n",
    "\n",
    "# 设置 x 轴范围和标签  \n",
    "axes.set_xlim(-8,43)  \n",
    "axes.set_xlabel('Day/(d)')  \n",
    "  \n",
    "# 设置 y 轴范围和标签  \n",
    "axes.set_ylim(-20,60)  \n",
    "axes.set_ylabel('Average weight')  \n",
    "  \n",
    "# 设置坐标轴标签和标题  \n",
    "axes.set_title('Two samples of larvae')  \n",
    "  \n",
    "# 显示图像  \n",
    "plt.show() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9f5cd9a1-f942-4ab0-81b7-f8a5118755cf",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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